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f8ce4b91d92558cbf40223b49707cd6dc127be8d..41b9841bb4e3a131acc747e325bd9911b020152e 100644 --- a/field-notes/deploying-nextjs-15-google-cloud-run-custom-domain-ssl/index.html +++ b/field-notes/deploying-nextjs-15-google-cloud-run-custom-domain-ssl/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/designing-local-first-resume-parser-architecture-edge-ai/index.html b/field-notes/designing-local-first-resume-parser-architecture-edge-ai/index.html index d873a40307fb543ab2ffcfcba1b43adffed4c6f8..9f800e36e1b7aa220af349eaee4ebd91f1c822bd 100644 --- a/field-notes/designing-local-first-resume-parser-architecture-edge-ai/index.html +++ b/field-notes/designing-local-first-resume-parser-architecture-edge-ai/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin 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b/field-notes/enterprise-software-transformation-waygate-mcp-case-study/index.html index cda47f69299616908ff42e0ec70803262a653bc6..d2dbf630440b4973005db867d61655570503d4bc 100644 --- a/field-notes/enterprise-software-transformation-waygate-mcp-case-study/index.html +++ b/field-notes/enterprise-software-transformation-waygate-mcp-case-study/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/enterprise-workflow-transformation-n8n-tech-intelligence-platform/index.html b/field-notes/enterprise-workflow-transformation-n8n-tech-intelligence-platform/index.html index 80935504640c63abcf74f75692851304adb8cdd1..ff574ba0ce903fd171b449922d233f1a9a04e0e6 100644 --- a/field-notes/enterprise-workflow-transformation-n8n-tech-intelligence-platform/index.html +++ b/field-notes/enterprise-workflow-transformation-n8n-tech-intelligence-platform/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/exit-0-is-not-success/index.html b/field-notes/exit-0-is-not-success/index.html index c0491c84b16c715d0974f21aa02eb758e44e63ec..b9c813ece0c7af3075ed5f3c22439902ab1b982a 100644 --- a/field-notes/exit-0-is-not-success/index.html +++ b/field-notes/exit-0-is-not-success/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/february-2026-state-of-affairs-255-commits-12-projects/index.html b/field-notes/february-2026-state-of-affairs-255-commits-12-projects/index.html index 12ec007386e5d82e8f2408dacee40c59532c5b10..9f54b7eee273efeb9055d01ebfea1462b5efa4a7 100644 --- a/field-notes/february-2026-state-of-affairs-255-commits-12-projects/index.html +++ b/field-notes/february-2026-state-of-affairs-255-commits-12-projects/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/fine-tuning-iam1-hierarchical-multi-agent-vertex-ai/index.html b/field-notes/fine-tuning-iam1-hierarchical-multi-agent-vertex-ai/index.html index 97554681fd282d2d489c5fc388773d47c92a2da5..8208a5afe32246e446f55bf905118bd6b9b001d6 100644 --- a/field-notes/fine-tuning-iam1-hierarchical-multi-agent-vertex-ai/index.html +++ b/field-notes/fine-tuning-iam1-hierarchical-multi-agent-vertex-ai/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/flops-correction-unchecked-derivation-peer-review/index.html b/field-notes/flops-correction-unchecked-derivation-peer-review/index.html index eae1075d400c10ce25a355ba2f4b6e3d549c07a7..a4a43adaebb2b41c4c0b8a9046d13d88a15ca424 100644 --- a/field-notes/flops-correction-unchecked-derivation-peer-review/index.html +++ b/field-notes/flops-correction-unchecked-derivation-peer-review/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/gate-the-statement-not-the-tool-name/index.html b/field-notes/gate-the-statement-not-the-tool-name/index.html index 3ea1e79c19913695a81e1a11015457e4ea83dc2f..9e618f08c862829d6738b8821ee2af7cf42e54eb 100644 --- a/field-notes/gate-the-statement-not-the-tool-name/index.html +++ b/field-notes/gate-the-statement-not-the-tool-name/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/gemini-pr-review-silent-fail-cross-repo-triangulation/index.html b/field-notes/gemini-pr-review-silent-fail-cross-repo-triangulation/index.html index 9bc628e9ce416020c744d5e3018f9770f048f183..a10029d3291ed20f685f97772aba41eee9b66624 100644 --- a/field-notes/gemini-pr-review-silent-fail-cross-repo-triangulation/index.html +++ b/field-notes/gemini-pr-review-silent-fail-cross-repo-triangulation/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/honest-perf-benchmarks-paid-api-compiler/index.html b/field-notes/honest-perf-benchmarks-paid-api-compiler/index.html index ae762910721c5abb66f02fc8c9cbd791df7f154d..87a1421b01e6ebc4b54d597077587274eee8f074 100644 --- a/field-notes/honest-perf-benchmarks-paid-api-compiler/index.html +++ b/field-notes/honest-perf-benchmarks-paid-api-compiler/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/how-to-get-adk-agent-into-google-community-showcase/index.html b/field-notes/how-to-get-adk-agent-into-google-community-showcase/index.html index 22657ea8dd8097d3984098d9af65949905c6ecc6..6cbc66e06c960795d7a5f7fcdcdf8bb2041aec5c 100644 --- a/field-notes/how-to-get-adk-agent-into-google-community-showcase/index.html +++ b/field-notes/how-to-get-adk-agent-into-google-community-showcase/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through 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@@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ @@ -1470,46 +1478,46 @@ ssl-certificates - +

- Making a Youth Sports App COPPA-Compliant: The Real Process From Question to Production + Building Production-Grade Testing Infrastructure: A Playwright + GitHub Actions Case Study

-

A complete walkthrough of implementing COPPA-compliant legal framework for a youth athlete tracking app, including the questions asked, solutions tried, failures encountered, and the final production release.

+

How I implemented enterprise-grade testing infrastructure with Playwright, GitHub Actions CI/CD, and automated quality gates for a production survey system - complete with debugging journey and lessons learned.

- compliance + portfolio - coppa + testing - legal + playwright - nextjs + ci-cd
- +

- Building Production-Grade Testing Infrastructure: A Playwright + GitHub Actions Case Study + Making a Youth Sports App COPPA-Compliant: The Real Process From Question to Production

-

How I implemented enterprise-grade testing infrastructure with Playwright, GitHub Actions CI/CD, and automated quality gates for a production survey system - complete with debugging journey and lessons learned.

+

A complete walkthrough of implementing COPPA-compliant legal framework for a youth athlete tracking app, including the questions asked, solutions tried, failures encountered, and the final production release.

- portfolio + compliance - testing + coppa - playwright + legal - ci-cd + nextjs
diff --git a/field-notes/intent-solutions-october-2025-state-of-affairs/index.html b/field-notes/intent-solutions-october-2025-state-of-affairs/index.html index fab18dec391e83b2a242eaa9a0742f1172034ff1..19739b6e85eb51bbd7459f9959fefd884b63b775 100644 --- a/field-notes/intent-solutions-october-2025-state-of-affairs/index.html +++ b/field-notes/intent-solutions-october-2025-state-of-affairs/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/intent-solutions-portfolio-2025-production-deployment-velocity/index.html b/field-notes/intent-solutions-portfolio-2025-production-deployment-velocity/index.html index 2c1e221f86fad03244480bada13baa00559d36e9..44a6103a81a441ecfb8a6a225c076c5adeeb757b 100644 --- a/field-notes/intent-solutions-portfolio-2025-production-deployment-velocity/index.html +++ b/field-notes/intent-solutions-portfolio-2025-production-deployment-velocity/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/intentcad-viewer-dwg-fastview-parity/index.html b/field-notes/intentcad-viewer-dwg-fastview-parity/index.html index 151bb17999fe740fb275fb05542e13f2d64ffa5d..cebdd82ba2673906d5c66f04c4b73849c9b3bf53 100644 --- a/field-notes/intentcad-viewer-dwg-fastview-parity/index.html +++ b/field-notes/intentcad-viewer-dwg-fastview-parity/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/irsb-monorepo-v1-extracting-shared-packages/index.html b/field-notes/irsb-monorepo-v1-extracting-shared-packages/index.html index a79d0a038d019874702d59c51d38fff6c08b53d1..82121594c656ffe800a7fd45b0757c61e41082d8 100644 --- a/field-notes/irsb-monorepo-v1-extracting-shared-packages/index.html +++ b/field-notes/irsb-monorepo-v1-extracting-shared-packages/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/knowledge-base-zero-to-api-lifecycle-state-machine/index.html b/field-notes/knowledge-base-zero-to-api-lifecycle-state-machine/index.html index f90d504aa1ee6bd2694061b938f8cfd3f2f03c05..2258478e6d9bb0048b0cbf94778bb2e51aeb9af7 100644 --- a/field-notes/knowledge-base-zero-to-api-lifecycle-state-machine/index.html +++ b/field-notes/knowledge-base-zero-to-api-lifecycle-state-machine/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/knowledge-os-bootstrap-seven-epics-marketplace-security/index.html b/field-notes/knowledge-os-bootstrap-seven-epics-marketplace-security/index.html index e371aba0b403f63d2eee75f7d3e24197316e5511..9fee0a4e8f6eeb6215f795256ea1b640f4ff5561 100644 --- a/field-notes/knowledge-os-bootstrap-seven-epics-marketplace-security/index.html +++ b/field-notes/knowledge-os-bootstrap-seven-epics-marketplace-security/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/knowledge-os-render-promote-research-command/index.html b/field-notes/knowledge-os-render-promote-research-command/index.html index 1703024819965bd6dcd1133f8f1d28d7e90eaa6b..d87d429894e6aed7b9421bd86391f193b104585f 100644 --- a/field-notes/knowledge-os-render-promote-research-command/index.html +++ b/field-notes/knowledge-os-render-promote-research-command/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/leading-complex-system-onboarding-documentation-to-infrastructure-access/index.html b/field-notes/leading-complex-system-onboarding-documentation-to-infrastructure-access/index.html index d7703d454629ad2cd07890ee6f45ae3f303f1ab0..e397d51f5ba3c8bc7574cc827c572bae700b13fc 100644 --- a/field-notes/leading-complex-system-onboarding-documentation-to-infrastructure-access/index.html +++ b/field-notes/leading-complex-system-onboarding-documentation-to-infrastructure-access/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/legal-toolkit-epic-planning-canary-ci-three-projects/index.html b/field-notes/legal-toolkit-epic-planning-canary-ci-three-projects/index.html index cbfa9b33d90fcf8919920841dd6708249280fcd9..ffb1853f158f79fd1232e4cfeb5088a1ba10b618 100644 --- a/field-notes/legal-toolkit-epic-planning-canary-ci-three-projects/index.html +++ b/field-notes/legal-toolkit-epic-planning-canary-ci-three-projects/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/let-the-model-judge-make-the-code-decide/index.html b/field-notes/let-the-model-judge-make-the-code-decide/index.html index d496bb60e3fb858be05141615a34a5dc2c3a9d8f..f7348e7d209eb5d08bc226127fb7b5968ff14105 100644 --- a/field-notes/let-the-model-judge-make-the-code-decide/index.html +++ b/field-notes/let-the-model-judge-make-the-code-decide/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/live-data-backbone-cache-circuits-sse/index.html b/field-notes/live-data-backbone-cache-circuits-sse/index.html index d56f91dc9702b6b2a415ba8081403a0a3805470a..2eac9ef74f83052e43b387f4c967fc167feb67d2 100644 --- a/field-notes/live-data-backbone-cache-circuits-sse/index.html +++ b/field-notes/live-data-backbone-cache-circuits-sse/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/llm-legible-deterministic-architecture/index.html b/field-notes/llm-legible-deterministic-architecture/index.html index 86249dc9337e9317ee00f239d2997660654db8be..948bea0f0fef54389fa2d8cdd99d986598da5bee 100644 --- a/field-notes/llm-legible-deterministic-architecture/index.html +++ b/field-notes/llm-legible-deterministic-architecture/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/making-fire-and-forget-capture-safe-under-failure/index.html b/field-notes/making-fire-and-forget-capture-safe-under-failure/index.html index 20d00a583e3e2ff987f4f164d7b57e41f79c9598..7e92ff3b7b013547f7ae910d2d00a3c88e7cc7cb 100644 --- a/field-notes/making-fire-and-forget-capture-safe-under-failure/index.html +++ b/field-notes/making-fire-and-forget-capture-safe-under-failure/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/manifest-system-mutation-testing-pyramid/index.html b/field-notes/manifest-system-mutation-testing-pyramid/index.html index 56c6a8ca0fe9022edbb6f5e34d85ab4568699926..add26f321d9df764cae61ad5d23bf35f0f8c423b 100644 --- a/field-notes/manifest-system-mutation-testing-pyramid/index.html +++ b/field-notes/manifest-system-mutation-testing-pyramid/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/noise-robust-signed-llm-judge-evals/index.html b/field-notes/noise-robust-signed-llm-judge-evals/index.html index 2a79cfeaa000c8951b187b50cbdae8cf837312d3..6e0753b0a5c9d81340c227c907adf2fb2dca1b50 100644 --- a/field-notes/noise-robust-signed-llm-judge-evals/index.html +++ b/field-notes/noise-robust-signed-llm-judge-evals/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/passing-is-not-validating/index.html b/field-notes/passing-is-not-validating/index.html index 4feed89d9f3420af65460f005d66316726ff3bb3..a3050bbe52f80861abc5fec397c9c971981af0f9 100644 --- a/field-notes/passing-is-not-validating/index.html +++ b/field-notes/passing-is-not-validating/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/repo-resolver-integration-typed-errors-monorepo-detection/index.html b/field-notes/repo-resolver-integration-typed-errors-monorepo-detection/index.html index 7638e2a46cca7b32a6d452a1790d8041535f157c..6b4791698b53f8202b0e88e74331266d25491a44 100644 --- a/field-notes/repo-resolver-integration-typed-errors-monorepo-detection/index.html +++ b/field-notes/repo-resolver-integration-typed-errors-monorepo-detection/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/resizable-columns-wcag-contrast-braves-dashboard/index.html b/field-notes/resizable-columns-wcag-contrast-braves-dashboard/index.html index e3543ee0a253b1f83140aa90c28f1e5ac0942dfd..89d01f2cb0c487600ce59375fabcfd9923149d1b 100644 --- a/field-notes/resizable-columns-wcag-contrast-braves-dashboard/index.html +++ b/field-notes/resizable-columns-wcag-contrast-braves-dashboard/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/rss.xml b/field-notes/rss.xml index bf7c53bcc0544eb71be74adcfc8d599864ea96de..4d0cf34c0f32b6775d6772376450d8acd4409bb4 100644 --- a/field-notes/rss.xml +++ b/field-notes/rss.xml @@ -1 +1 @@ -Field Notes | intent solutions ioArchitecture decisions, production systems, and technical leadership from shipping real AI infrastructure.https://intentsolutions.io/en-usGood mechanisms are not an architecture until a doctrine names themhttps://intentsolutions.io/field-notes/llm-legible-deterministic-architecture/https://intentsolutions.io/field-notes/llm-legible-deterministic-architecture/You can ship a dozen good mechanisms and still have no architecture. A doctrine names why they cohere and forces every capability to fail closed.Thu, 23 Jul 2026 00:00:00 GMTWrong-Mode Green Is Not a Gatehttps://intentsolutions.io/field-notes/wrong-mode-green-is-not-a-gate/https://intentsolutions.io/field-notes/wrong-mode-green-is-not-a-gate/A freshness gate that accepts the wrong mode flag and still exits green trains people to trust a board that cannot see. Pin the argv semantics, not just the script path.Wed, 22 Jul 2026 00:00:00 GMTTemporary Is Not a Plan: Fork Discipline for an Adopted LMShttps://intentsolutions.io/field-notes/temporary-is-not-a-plan/https://intentsolutions.io/field-notes/temporary-is-not-a-plan/Adopting an open source LMS got us live in days. What keeps a fork from becoming a private product: a named upstream path and a written retirement condition.Tue, 21 Jul 2026 00:00:00 GMTDo Not Blindly Restart: Designing a Self-Healing Watchdog That Stays Honesthttps://intentsolutions.io/field-notes/do-not-blindly-restart/https://intentsolutions.io/field-notes/do-not-blindly-restart/A burn-in watchdog latched on a phantom io spike. The fix: fail-closed self-healing that restarts an allowlist, latches everything else, and never trusts one sample.Mon, 20 Jul 2026 00:00:00 GMTPassing Is Not Validating: A Green Check With No Teethhttps://intentsolutions.io/field-notes/passing-is-not-validating/https://intentsolutions.io/field-notes/passing-is-not-validating/A JSON Schema validator passed all 19 checks while validating nothing. How a code review proved it, and the teeth check that fixed it.Sun, 19 Jul 2026 00:00:00 GMTLet the Model Judge. Make the Code Decide.https://intentsolutions.io/field-notes/let-the-model-judge-make-the-code-decide/https://intentsolutions.io/field-notes/let-the-model-judge-make-the-code-decide/A production writing pipeline rebuilt around one rule: the language model owns judgment, deterministic code owns the gates and the audit trail.Fri, 17 Jul 2026 00:00:00 GMTExit 0 Is Not Success: Automation Assurance That Verifies Outcomeshttps://intentsolutions.io/field-notes/exit-0-is-not-success/https://intentsolutions.io/field-notes/exit-0-is-not-success/A green exit code can hide a dead job. Intent-OS automation assurance treats outcome verification as the success criterion, not exit 0.Tue, 14 Jul 2026 00:00:00 GMTEmpty Is Not Clean: Five Fail-Open Bugs in an AI Agenthttps://intentsolutions.io/field-notes/empty-is-not-clean/https://intentsolutions.io/field-notes/empty-is-not-clean/One fail-open bug, five disguises: empty args, an empty log, a missing property, a sheared chain, an unset scope. When there's nothing to check, fail closed.Mon, 13 Jul 2026 00:00:00 GMTThe Kernel Must Not Import Its Agentshttps://intentsolutions.io/field-notes/the-kernel-must-not-import-its-agents/https://intentsolutions.io/field-notes/the-kernel-must-not-import-its-agents/We extracted a stateful watcher agent from a governance kernel and enforced a one-way agent-to-kernel dependency edge — the kernel must not import its agents.Sun, 12 Jul 2026 00:00:00 GMTMaking a Fire-and-Forget Writer Safe Under Failurehttps://intentsolutions.io/field-notes/making-fire-and-forget-capture-safe-under-failure/https://intentsolutions.io/field-notes/making-fire-and-forget-capture-safe-under-failure/Five properties an unattended capture hook needs before you turn it on: idempotent intake, durable outbox, backpressure, atomic receipts, consent gate.Sat, 11 Jul 2026 00:00:00 GMTAdversarial Review: The Six Lenses That Halted a Rollouthttps://intentsolutions.io/field-notes/adversarial-review-before-team-rollout/https://intentsolutions.io/field-notes/adversarial-review-before-team-rollout/A six-lens adversarial review checked a team knowledge system against live state, broke three shipped assumptions, and gated 18 risks to halt the rollout.Thu, 09 Jul 2026 00:00:00 GMTNoise-Robust LLM-Judge Evals: Don't Sign a Coin Fliphttps://intentsolutions.io/field-notes/noise-robust-signed-llm-judge-evals/https://intentsolutions.io/field-notes/noise-robust-signed-llm-judge-evals/An un-seeded LLM judge is a coin flip even at temperature 0. How we made signed eval verdicts replayable instead of attesting noise.Tue, 07 Jul 2026 00:00:00 GMTGate the Statement, Not the Tool Namehttps://intentsolutions.io/field-notes/gate-the-statement-not-the-tool-name/https://intentsolutions.io/field-notes/gate-the-statement-not-the-tool-name/When one MCP tool carries every SQL verb, allowlisting tool names is theater. The safety boundary has to read the statement — here's how that gate was built.Mon, 29 Jun 2026 00:00:00 GMTWhen LLM Output Lies Instead of Crashinghttps://intentsolutions.io/field-notes/when-llm-output-lies-instead-of-crashing/https://intentsolutions.io/field-notes/when-llm-output-lies-instead-of-crashing/An LLM-output parsing bug silently understated a cost report via case-sensitivity. One-line normalizer fix plus 5 defensive hardening steps.Sat, 27 Jun 2026 00:00:00 GMTMCP Server Auth: The API Is the Real Boundaryhttps://intentsolutions.io/field-notes/the-api-is-the-real-boundary/https://intentsolutions.io/field-notes/the-api-is-the-real-boundary/Per-user tokens, a server-side write gate, and a separate access log — why an MCP server's client-side tool gate is UX, not a security boundary.Sat, 13 Jun 2026 00:00:00 GMTWhen --cap-drop ALL Broke the Gate Sockethttps://intentsolutions.io/field-notes/cap-drop-all-broke-the-gate-socket/https://intentsolutions.io/field-notes/cap-drop-all-broke-the-gate-socket/Hardening a container hid a permission bug: --cap-drop ALL stripped CAP_DAC_OVERRIDE, and a gate socket silently stopped governing every tool call.Fri, 12 Jun 2026 00:00:00 GMTGreen CI Proves Nothing: Why Your Tests Gate Zero Callshttps://intentsolutions.io/field-notes/when-green-ci-proves-nothing/https://intentsolutions.io/field-notes/when-green-ci-proves-nothing/CI dogfood for AI-agent governance went green while gating zero tool calls. Here's why a passing test proving nothing is worse than a red one.Thu, 11 Jun 2026 00:00:00 GMTThe Wrong Product, Built Perfectlyhttps://intentsolutions.io/field-notes/the-wrong-product-built-perfectly/https://intentsolutions.io/field-notes/the-wrong-product-built-perfectly/A new site was scaffolded, deployed, and live with valid TLS in under an hour — then declared the wrong product. The decoupling made the reversal cheap.Fri, 05 Jun 2026 00:00:00 GMTSafety Model First: 16-Tool Ops MCP, One Dayhttps://intentsolutions.io/field-notes/server-ops-mcp-safety-before-tools/https://intentsolutions.io/field-notes/server-ops-mcp-safety-before-tools/Design a 7-point safety model before writing tools. How server-ops-mcp shipped 16 tools, 40 tests, and v0.1.0 in a single day.Fri, 22 May 2026 00:00:00 GMTHonest Perf Benchmarks for a Paid-API Compilerhttps://intentsolutions.io/field-notes/honest-perf-benchmarks-paid-api-compiler/https://intentsolutions.io/field-notes/honest-perf-benchmarks-paid-api-compiler/Four PRs, three releases, and a benchmark suite that won't lie to you: seeded-RNG corpora, double-gated Claude scenarios, and skipped-but-recorded records.Sun, 17 May 2026 00:00:00 GMTForty-Four Minutes Before First Pitch: An LLM Fallback Chain and a Live Probability Gauge in One Sessionhttps://intentsolutions.io/field-notes/broadcast-day-llm-fallback-jchads-challenge/https://intentsolutions.io/field-notes/broadcast-day-llm-fallback-jchads-challenge/Groq quota died 44 minutes before a live broadcast. The fix was a 4-tier LLM fallback chain ending in a facts-only renderer. Then we shipped JChad's Challenge in the same session.Wed, 29 Apr 2026 00:00:00 GMTThe Rubric Sits On Top Of The Spec: A Schema Validator Postmortemhttps://intentsolutions.io/field-notes/schema-debacle-rubric-on-spec-postmortem/https://intentsolutions.io/field-notes/schema-debacle-rubric-on-spec-postmortem/Postmortem on a schema validator debacle: when a stricter enterprise rubric is built on top of a permissive open spec, the rubric must be additive, never the spec's floor.Tue, 28 Apr 2026 00:00:00 GMTEnding a Four-Month Silent Fail: Cross-Repo Triangulation on a Broken Gemini PR Workflowhttps://intentsolutions.io/field-notes/gemini-pr-review-silent-fail-cross-repo-triangulation/https://intentsolutions.io/field-notes/gemini-pr-review-silent-fail-cross-repo-triangulation/When a Gemini PR review workflow silently fails for four months, your first-principles fix is the suspect. Triangulate against a working reference.Thu, 23 Apr 2026 00:00:00 GMTEnforcement Travels With the Code: Shipping @intentsolutions/audit-harness v0.1.0https://intentsolutions.io/field-notes/audit-harness-v010-enforcement-travels-with-code/https://intentsolutions.io/field-notes/audit-harness-v010-enforcement-travels-with-code/Testing policy enforcement that lives in ~/.claude/ cannot travel with a fresh clone. audit-harness v0.1.0 moves the gates into each repo as a versioned dev dependency — npm, PyPI, crates, and bash install.sh.Tue, 21 Apr 2026 00:00:00 GMTManifest System + Mutation Testing: Two Ways to Find Out What Actually Workshttps://intentsolutions.io/field-notes/manifest-system-mutation-testing-pyramid/https://intentsolutions.io/field-notes/manifest-system-mutation-testing-pyramid/Epic 31-B lands the publish side of the bot-manifest protocol in claude-code-slack-channel. Epic 31 closes with an audit. Mutation tests and a cyclomatic gate make the test pyramid stop lying.Mon, 20 Apr 2026 00:00:00 GMTFour Releases in One Day: How the claude-code-slack-channel Security Sprint Actually Shippedhttps://intentsolutions.io/field-notes/ccsc-five-releases-one-day-security-sprint/https://intentsolutions.io/field-notes/ccsc-five-releases-one-day-security-sprint/Epic 29-A, 30-A, 30-B, 32-B land in a single calendar day across v0.5.0 → v0.5.1 → v0.6.0 → v0.7.0 — a supervisor, a hash-chained audit journal, and a policy engine that never sees manifests.Sun, 19 Apr 2026 00:00:00 GMTLLM-as-Reducer and the Case for Killing the AI Labelhttps://intentsolutions.io/field-notes/braves-postgame-expansion-and-two-ai-lessons/https://intentsolutions.io/field-notes/braves-postgame-expansion-and-two-ai-lessons/Two AI product lessons from the Braves dashboard post-game expansion: use the LLM as a reducer over noisy community signal, and pull the AI label off the UI.Sat, 18 Apr 2026 00:00:00 GMTThe 35x FLOPs Error That Peer Review Predictedhttps://intentsolutions.io/field-notes/flops-correction-unchecked-derivation-peer-review/https://intentsolutions.io/field-notes/flops-correction-unchecked-derivation-peer-review/A 35x FLOPs correction in pre-filing patent artifacts validated the reviewers' unchecked-derivation warning. The day's other shipments show what systematizing against named failure classes looks like.Wed, 15 Apr 2026 00:00:00 GMTRepo-Resolver: Typed Errors and Monorepo Detectionhttps://intentsolutions.io/field-notes/repo-resolver-integration-typed-errors-monorepo-detection/https://intentsolutions.io/field-notes/repo-resolver-integration-typed-errors-monorepo-detection/A shared repo-resolver package shipped into claude-runtime — ADR to integration in seven PRs, with typed error classes and transparent fallback that avoided a flag day.Tue, 14 Apr 2026 00:00:00 GMTKnowledge OS: Render, Promote, and the Research Commandhttps://intentsolutions.io/field-notes/knowledge-os-render-promote-research-command/https://intentsolutions.io/field-notes/knowledge-os-render-promote-research-command/intentional-cognition-os ships Epics 8 and 9 — a Marp slide deck renderer, a 7-rule promotion engine with rollback, and the first research command. Three releases in one day: v0.3.0 through v0.4.0.Wed, 08 Apr 2026 00:00:00 GMTResizable Columns and WCAG Contrast Fixes on the Braves Dashboardhttps://intentsolutions.io/field-notes/resizable-columns-wcag-contrast-braves-dashboard/https://intentsolutions.io/field-notes/resizable-columns-wcag-contrast-braves-dashboard/Adding drag-to-resize panels and fixing WCAG AA contrast ratios on the Braves Booth dashboard — the kind of polish that separates prototypes from broadcast tools.Tue, 07 Apr 2026 00:00:00 GMTKnowledge OS Bootstrap: Seven Epics, Marketplace Security, and Production AI Fixeshttps://intentsolutions.io/field-notes/knowledge-os-bootstrap-seven-epics-marketplace-security/https://intentsolutions.io/field-notes/knowledge-os-bootstrap-seven-epics-marketplace-security/Bootstrapping a local-first knowledge OS from standards documents to working retrieval in one day. Seven epics, six releases, 485 tests. Plus marketplace docs, Firestore security, and Braves AI fixes.Mon, 06 Apr 2026 00:00:00 GMTLegal Toolkit, Epic Planning, and a Canary That Stopped Singinghttps://intentsolutions.io/field-notes/legal-toolkit-epic-planning-canary-ci-three-projects/https://intentsolutions.io/field-notes/legal-toolkit-epic-planning-canary-ci-three-projects/A 12-skill legal toolkit with 5 parallel agents, a 117-bead execution plan reviewed by 6 auditors, and a canary CI pipeline that silently failed for 3 days. Trust but verify across three projects.Sun, 05 Apr 2026 00:00:00 GMTBraves Booth v1.0.0: Player Drill-Down, Lineup Cache Bug, and Shipping 1.0https://intentsolutions.io/field-notes/braves-booth-v1-release-player-drilldown/https://intentsolutions.io/field-notes/braves-booth-v1-release-player-drilldown/Shipping v1.0.0 of Braves Booth Intelligence — a real-time broadcast ops tool for Atlanta Braves radio. Player drill-down, a lineup cache bug found in live testing, and 1,684 lines of new code.Sat, 04 Apr 2026 00:00:00 GMTBraves Booth — Idle Recap, Dashboard Density, and AI Pitcher Narrativeshttps://intentsolutions.io/field-notes/braves-booth-dashboard-ui-refactor-ai-pitcher-narrative/https://intentsolutions.io/field-notes/braves-booth-dashboard-ui-refactor-ai-pitcher-narrative/Refactoring the Braves broadcast dashboard idle view, eliminating sub-10px fonts, and replacing duplicated AI narrative logic with a structured buildPitcherFacts function.Fri, 03 Apr 2026 00:00:00 GMTIntentCAD Viewer — Closing the DWG FastView Gaphttps://intentsolutions.io/field-notes/intentcad-viewer-dwg-fastview-parity/https://intentsolutions.io/field-notes/intentcad-viewer-dwg-fastview-parity/Web workers, animated zoom, progress feedback, and color-coded selections. The changes that took IntentCAD's browser viewer from prototype to production-grade — benchmarked against DWG FastView.Sat, 28 Mar 2026 00:00:00 GMTWrite Once, Publish Everywhere: Building Content Distribution Across Three Siteshttps://intentsolutions.io/field-notes/write-once-publish-everywhere-content-distribution-infra/https://intentsolutions.io/field-notes/write-once-publish-everywhere-content-distribution-infra/Three sites now share content through automated pipelines: Hugo to Astro backfill, cross-repo plugin sync with repository_dispatch, and a CodeRabbit-caught no-op filter.Wed, 25 Mar 2026 00:00:00 GMTUsable, Not Just Functional: Entity Selection, Binary Eval, and 6 UX Fixes Across 4 Reposhttps://intentsolutions.io/field-notes/usable-not-just-functional-four-repos-40-commits/https://intentsolutions.io/field-notes/usable-not-just-functional-four-repos-40-commits/40+ commits across 4 repos. CAD entity selection gets real bounding boxes, a binary eval framework bootstraps to v0.2.8, and the X triage plugin ships 6 UX features.Tue, 24 Mar 2026 00:00:00 GMTKnowledge Base from Zero to API: Lifecycle State Machines and Policy Engineshttps://intentsolutions.io/field-notes/knowledge-base-zero-to-api-lifecycle-state-machine/https://intentsolutions.io/field-notes/knowledge-base-zero-to-api-lifecycle-state-machine/Building a team knowledge base with lifecycle state machines, policy engines, and git-exported articles — from empty repo to working API in one day.Wed, 18 Mar 2026 00:00:00 GMTLive Data Backbone: Cache Layers, Circuit Breakers, and SSE for Broadcasthttps://intentsolutions.io/field-notes/live-data-backbone-cache-circuits-sse/https://intentsolutions.io/field-notes/live-data-backbone-cache-circuits-sse/Wiring MLB Stats API, GUMBO feeds, and Statcast into a fault-tolerant data layer with TTL caching, circuit breakers, and Server-Sent Events.Mon, 02 Mar 2026 00:00:00 GMTZero to CI: Full-Stack Dashboard in One Sessionhttps://intentsolutions.io/field-notes/zero-to-ci-full-stack-dashboard-one-session/https://intentsolutions.io/field-notes/zero-to-ci-full-stack-dashboard-one-session/11 commits from empty repo to green CI. Building the Braves Booth Intelligence dashboard with opinionated stack choices and a CAD agent side quest.Sun, 01 Mar 2026 00:00:00 GMTEngine to Product: Three Interfaces, One Codebasehttps://intentsolutions.io/field-notes/engine-to-product-three-interfaces-one-codebase/https://intentsolutions.io/field-notes/engine-to-product-three-interfaces-one-codebase/Building CLI, REST API, and frontend wizard interfaces on top of a comparison engine. The jump from library to usable product in cad-dxf-agent.Sat, 28 Feb 2026 00:00:00 GMTFebruary 2026 State of Affairs: 255 Commits, 12 Projects, and What I Shippedhttps://intentsolutions.io/field-notes/february-2026-state-of-affairs-255-commits-12-projects/https://intentsolutions.io/field-notes/february-2026-state-of-affairs-255-commits-12-projects/A candid look at 18 days of engineering output: 255+ commits across 12 projects, from blockchain infrastructure to CAD agents to auth debugging.Sun, 22 Feb 2026 00:00:00 GMTIRSB Monorepo v1.0.0: Extracting Shared Packages and Unifying a Blockchain Platformhttps://intentsolutions.io/field-notes/irsb-monorepo-v1-extracting-shared-packages/https://intentsolutions.io/field-notes/irsb-monorepo-v1-extracting-shared-packages/How I extracted @irsb/kms-signer and @irsb/types into shared packages, unified a blockchain platform under one monorepo, dealt with port conflicts, and split CI tests for 3x faster runs.Mon, 16 Feb 2026 00:00:00 GMTDesigning a Local-First Resume Parser: Architecture Decisions for Edge AIhttps://intentsolutions.io/field-notes/designing-local-first-resume-parser-architecture-edge-ai/https://intentsolutions.io/field-notes/designing-local-first-resume-parser-architecture-edge-ai/Documenting the architecture decisions for Resume Realtime - a planned Chrome extension for local resume parsing. This post covers the technical choices made before writing production code.Thu, 11 Dec 2025 00:00:00 GMTHow to Get Your ADK Agent into Google's Official Community Showcasehttps://intentsolutions.io/field-notes/how-to-get-adk-agent-into-google-community-showcase/https://intentsolutions.io/field-notes/how-to-get-adk-agent-into-google-community-showcase/A tactical breakdown of contributing to Google's agent-starter-pack repository and getting recognized as a production-grade ADK reference implementation.Thu, 11 Dec 2025 00:00:00 GMTBuilding an Idempotent Stripe Billing Enforcement Engine for Firestorehttps://intentsolutions.io/field-notes/building-idempotent-stripe-billing-enforcement-firestore/https://intentsolutions.io/field-notes/building-idempotent-stripe-billing-enforcement-firestore/How we built a unified plan enforcement engine that handles duplicate webhooks, out-of-order events, and automatic drift correction for Stripe billing in a Firestore-backed SaaS application.Mon, 17 Nov 2025 00:00:00 GMTFine-Tuning IAM1: Building a Hierarchical Multi-Agent System on Vertex AIhttps://intentsolutions.io/field-notes/fine-tuning-iam1-hierarchical-multi-agent-vertex-ai/https://intentsolutions.io/field-notes/fine-tuning-iam1-hierarchical-multi-agent-vertex-ai/Deep dive into fine-tuning a Regional Manager AI agent (IAM1) with hierarchical multi-agent orchestration on Vertex AI Agent Engine. Real implementation of decision frameworks and specialist delegation.Sun, 09 Nov 2025 00:00:00 GMTBuilding a Production Multi-Agent AI System: BrightStream's 10-Agent Architecture on Vertex AIhttps://intentsolutions.io/field-notes/building-production-multi-agent-ai-brightstream-vertex-ai/https://intentsolutions.io/field-notes/building-production-multi-agent-ai-brightstream-vertex-ai/The real journey from concept to production: building BrightStream's 10-agent positive news platform on Google Vertex AI Agent Engine. Multi-agent debate, parallel execution, and 89% cost reduction through architectural optimization.Thu, 30 Oct 2025 00:00:00 GMTArchitecting a Production Multi-Agent AI Platform: Technical Leadership in Actionhttps://intentsolutions.io/field-notes/architecting-production-multi-agent-ai-platform-technical-leadership/https://intentsolutions.io/field-notes/architecting-production-multi-agent-ai-platform-technical-leadership/Architecting a Production Multi-Agent AI Platform: Technical Leadership in ActionWed, 29 Oct 2025 00:00:00 GMTThe Coasean Singularity: How AI Agents Will Transform Digital Marketshttps://intentsolutions.io/field-notes/coasean-singularity-ai-agents-market-transformation/https://intentsolutions.io/field-notes/coasean-singularity-ai-agents-market-transformation/Analysis of groundbreaking NBER research on how autonomous AI agents will reshape digital markets by reducing transaction costs to near-zero, enabling new market designs and regulatory challenges.Fri, 24 Oct 2025 00:00:00 GMTOctober 2025 State of Affairs: Five Production Platforms and What They Taught Mehttps://intentsolutions.io/field-notes/intent-solutions-october-2025-state-of-affairs/https://intentsolutions.io/field-notes/intent-solutions-october-2025-state-of-affairs/A candid look at Intent Solutions' current projects: DiagnosticPro, Hustle, CostPlusDB, ClaudeCodePlugins, and what running five production platforms simultaneously teaches you about deployment velocity.Mon, 20 Oct 2025 00:00:00 GMTIntent Solutions Portfolio 2025: Five Production Platforms and the Architecture Behind 4-Day Deploymentshttps://intentsolutions.io/field-notes/intent-solutions-portfolio-2025-production-deployment-velocity/https://intentsolutions.io/field-notes/intent-solutions-portfolio-2025-production-deployment-velocity/Deep dive into Intent Solutions' five production platforms: DiagnosticPro, Hustle, CostPlusDB, ClaudeCodePlugins, and the technical architecture enabling concept-to-production deployment in days, not months.Mon, 20 Oct 2025 00:00:00 GMTScaling AI Batch Processing: Enhancing 235 Plugins with Vertex AI Gemini on the Free Tierhttps://intentsolutions.io/field-notes/scaling-ai-batch-processing-enhancing-235-plugins-with-vertex-ai-gemini-on-the-free-tier/https://intentsolutions.io/field-notes/scaling-ai-batch-processing-enhancing-235-plugins-with-vertex-ai-gemini-on-the-free-tier/Building an overnight batch processing system to enhance 235 Claude Code plugins using Vertex AI Gemini 2.0 Flash - complete with rate limiting, SQLite audit trails, and Turso disaster recovery. The full technical journey from conservative 90s delays to optimized 45s processing.Sun, 19 Oct 2025 00:00:00 GMTScaling AI Systems: Production Batch Processing with Built-In Disaster Recoveryhttps://intentsolutions.io/field-notes/scaling-ai-systems-disaster-recovery-production-batch-processing/https://intentsolutions.io/field-notes/scaling-ai-systems-disaster-recovery-production-batch-processing/Scaling AI Systems: Production Batch Processing with Built-In Disaster RecoverySun, 19 Oct 2025 00:00:00 GMTBuilding Production-Grade CI/CD: From Documentation Chaos to Automated Deploymenthttps://intentsolutions.io/field-notes/building-production-ci-cd-documentation-to-deployment/https://intentsolutions.io/field-notes/building-production-ci-cd-documentation-to-deployment/Building Production-Grade CI/CD: From Documentation Chaos to Automated DeploymentFri, 17 Oct 2025 00:00:00 GMTDeploying Next.js 15 to Google Cloud Run: From Zero to HTTPS in 2 Hourshttps://intentsolutions.io/field-notes/deploying-nextjs-15-google-cloud-run-custom-domain-ssl/https://intentsolutions.io/field-notes/deploying-nextjs-15-google-cloud-run-custom-domain-ssl/Complete guide to deploying Next.js 15 with Docker to Google Cloud Run, configuring custom domains, SSL certificates, and global load balancing. Real troubleshooting included.Sat, 11 Oct 2025 00:00:00 GMTMaking a Youth Sports App COPPA-Compliant: The Real Process From Question to Productionhttps://intentsolutions.io/field-notes/coppa-compliance-youth-sports-app-real-implementation-process/https://intentsolutions.io/field-notes/coppa-compliance-youth-sports-app-real-implementation-process/A complete walkthrough of implementing COPPA-compliant legal framework for a youth athlete tracking app, including the questions asked, solutions tried, failures encountered, and the final production release.Wed, 08 Oct 2025 00:00:00 GMTBuilding Production-Grade Testing Infrastructure: A Playwright + GitHub Actions Case Studyhttps://intentsolutions.io/field-notes/building-production-grade-testing-infrastructure-playwright-case-study/https://intentsolutions.io/field-notes/building-production-grade-testing-infrastructure-playwright-case-study/How I implemented enterprise-grade testing infrastructure with Playwright, GitHub Actions CI/CD, and automated quality gates for a production survey system - complete with debugging journey and lessons learned.Wed, 08 Oct 2025 00:00:00 GMTHybrid AI Stack: Reduce AI API Costs by 60-80% with Intelligent Request Routinghttps://intentsolutions.io/field-notes/hybrid-ai-stack-reduce-costs-60-80-percent-intelligent-routing/https://intentsolutions.io/field-notes/hybrid-ai-stack-reduce-costs-60-80-percent-intelligent-routing/Production-ready AI orchestration system that intelligently routes requests between local CPU-based models and cloud APIs to slash costs by 60-80%. Complete architecture, deployment guide, and ROI analysis.Tue, 07 Oct 2025 00:00:00 GMTTerraform for AI Infrastructure: Complete Learning Guide from Zero to Productionhttps://intentsolutions.io/field-notes/terraform-complete-learning-guide-infrastructure-as-code/https://intentsolutions.io/field-notes/terraform-complete-learning-guide-infrastructure-as-code/Comprehensive Terraform learning resource covering core concepts, best practices, state management, modules, and real-world examples for AI and cloud infrastructure deployment.Tue, 07 Oct 2025 00:00:00 GMTSelf-Hosting n8n on Contabo VPS: Enterprise Automation with Zero Recurring Costshttps://intentsolutions.io/field-notes/self-hosting-n8n-enterprise-automation-zero-monthly-cost/https://intentsolutions.io/field-notes/self-hosting-n8n-enterprise-automation-zero-monthly-cost/Production-ready n8n deployment on a Contabo VPS — complete architecture, SSL via Caddy, Docker stack, and operational runbook for eliminating recurring SaaS fees.Sat, 04 Oct 2025 00:00:00 GMTLeading Complex System Onboarding: From Documentation to Infrastructure Accesshttps://intentsolutions.io/field-notes/leading-complex-system-onboarding-documentation-to-infrastructure-access/https://intentsolutions.io/field-notes/leading-complex-system-onboarding-documentation-to-infrastructure-access/How I approached onboarding a Senior Cybersecurity Engineer to a complex multi-project platform, building reusable frameworks and solving real infrastructure challenges.Wed, 01 Oct 2025 00:00:00 GMTEnterprise Documentation Transformation: Git-Native TaskWarrior Workflows for Platform Reorganizationhttps://intentsolutions.io/field-notes/enterprise-documentation-transformation-git-native-taskwarrior-workflows/https://intentsolutions.io/field-notes/enterprise-documentation-transformation-git-native-taskwarrior-workflows/How to systematically transform production platforms using git-native documentation workflows, TaskWarrior CLI integration, and enterprise-grade organizational patterns. A real case study from DiagnosticPro platform reorganization.Tue, 30 Sep 2025 00:00:00 GMTEnterprise Software Transformation: From Framework to Production Server - A Project Management Case Studyhttps://intentsolutions.io/field-notes/enterprise-software-transformation-waygate-mcp-case-study/https://intentsolutions.io/field-notes/enterprise-software-transformation-waygate-mcp-case-study/Enterprise Software Transformation: From Framework to Production Server - A Project Management Case StudySun, 28 Sep 2025 00:00:00 GMTTransforming Complex N8N Workflows: From Analysis to Enterprise Tech Intelligence Platformhttps://intentsolutions.io/field-notes/enterprise-workflow-transformation-n8n-tech-intelligence-platform/https://intentsolutions.io/field-notes/enterprise-workflow-transformation-n8n-tech-intelligence-platform/Transforming Complex N8N Workflows: From Analysis to Enterprise Tech Intelligence PlatformSun, 28 Sep 2025 00:00:00 GMTBuilding Multi-Platform Developer Tools: Scaling an Open-Source Project from 1 to 5 Platformshttps://intentsolutions.io/field-notes/building-multi-platform-developer-tools/https://intentsolutions.io/field-notes/building-multi-platform-developer-tools/Building Multi-Platform Developer Tools: Scaling an Open-Source Project from 1 to 5 PlatformsSat, 27 Sep 2025 00:00:00 GMTBuilding a 254-Table BigQuery Schema in 72 Hourshttps://intentsolutions.io/field-notes/building-254-table-bigquery-schema-72-hours/https://intentsolutions.io/field-notes/building-254-table-bigquery-schema-72-hours/How we architected and deployed a massive 254-table BigQuery schema in just 72 hours, handling data from multiple sources at scale with 10,000 records/second throughputMon, 08 Sep 2025 00:00:00 GMTBuilding DiagnosticPro: AI-Powered Vehicle Diagnostics Platformhttps://intentsolutions.io/field-notes/diagnosticpro-case-study/https://intentsolutions.io/field-notes/diagnosticpro-case-study/How we built a professional-grade AI vehicle diagnostics platform in days, not months - featuring GPT-4, 254+ BigQuery tables, and multi-source data pipelinesMon, 08 Sep 2025 00:00:00 GMT \ No newline at end of file +Field Notes | intent solutions ioArchitecture decisions, production systems, and technical leadership from shipping real AI infrastructure.https://intentsolutions.io/en-usGood mechanisms are not an architecture until a doctrine names themhttps://intentsolutions.io/field-notes/llm-legible-deterministic-architecture/https://intentsolutions.io/field-notes/llm-legible-deterministic-architecture/You can ship a dozen good mechanisms and still have no architecture. A doctrine names why they cohere and forces every capability to fail closed.Thu, 23 Jul 2026 00:00:00 GMTWrong-Mode Green Is Not a Gatehttps://intentsolutions.io/field-notes/wrong-mode-green-is-not-a-gate/https://intentsolutions.io/field-notes/wrong-mode-green-is-not-a-gate/A freshness gate that accepts the wrong mode flag and still exits green trains people to trust a board that cannot see. Pin the argv semantics, not just the script path.Wed, 22 Jul 2026 00:00:00 GMTTemporary Is Not a Plan: Fork Discipline for an Adopted LMShttps://intentsolutions.io/field-notes/temporary-is-not-a-plan/https://intentsolutions.io/field-notes/temporary-is-not-a-plan/Adopting an open source LMS got us live in days. What keeps a fork from becoming a private product: a named upstream path and a written retirement condition.Tue, 21 Jul 2026 00:00:00 GMTDo Not Blindly Restart: Designing a Self-Healing Watchdog That Stays Honesthttps://intentsolutions.io/field-notes/do-not-blindly-restart/https://intentsolutions.io/field-notes/do-not-blindly-restart/A burn-in watchdog latched on a phantom io spike. The fix: fail-closed self-healing that restarts an allowlist, latches everything else, and never trusts one sample.Mon, 20 Jul 2026 00:00:00 GMTPassing Is Not Validating: A Green Check With No Teethhttps://intentsolutions.io/field-notes/passing-is-not-validating/https://intentsolutions.io/field-notes/passing-is-not-validating/A JSON Schema validator passed all 19 checks while validating nothing. How a code review proved it, and the teeth check that fixed it.Sun, 19 Jul 2026 00:00:00 GMTLet the Model Judge. Make the Code Decide.https://intentsolutions.io/field-notes/let-the-model-judge-make-the-code-decide/https://intentsolutions.io/field-notes/let-the-model-judge-make-the-code-decide/A production writing pipeline rebuilt around one rule: the language model owns judgment, deterministic code owns the gates and the audit trail.Fri, 17 Jul 2026 00:00:00 GMTExit 0 Is Not Success: Automation Assurance That Verifies Outcomeshttps://intentsolutions.io/field-notes/exit-0-is-not-success/https://intentsolutions.io/field-notes/exit-0-is-not-success/A green exit code can hide a dead job. Intent-OS automation assurance treats outcome verification as the success criterion, not exit 0.Tue, 14 Jul 2026 00:00:00 GMTEmpty Is Not Clean: Five Fail-Open Bugs in an AI Agenthttps://intentsolutions.io/field-notes/empty-is-not-clean/https://intentsolutions.io/field-notes/empty-is-not-clean/One fail-open bug, five disguises: empty args, an empty log, a missing property, a sheared chain, an unset scope. When there's nothing to check, fail closed.Mon, 13 Jul 2026 00:00:00 GMTThe Kernel Must Not Import Its Agentshttps://intentsolutions.io/field-notes/the-kernel-must-not-import-its-agents/https://intentsolutions.io/field-notes/the-kernel-must-not-import-its-agents/We extracted a stateful watcher agent from a governance kernel and enforced a one-way agent-to-kernel dependency edge — the kernel must not import its agents.Sun, 12 Jul 2026 00:00:00 GMTMaking a Fire-and-Forget Writer Safe Under Failurehttps://intentsolutions.io/field-notes/making-fire-and-forget-capture-safe-under-failure/https://intentsolutions.io/field-notes/making-fire-and-forget-capture-safe-under-failure/Five properties an unattended capture hook needs before you turn it on: idempotent intake, durable outbox, backpressure, atomic receipts, consent gate.Sat, 11 Jul 2026 00:00:00 GMTAdversarial Review: The Six Lenses That Halted a Rollouthttps://intentsolutions.io/field-notes/adversarial-review-before-team-rollout/https://intentsolutions.io/field-notes/adversarial-review-before-team-rollout/A six-lens adversarial review checked a team knowledge system against live state, broke three shipped assumptions, and gated 18 risks to halt the rollout.Thu, 09 Jul 2026 00:00:00 GMTNoise-Robust LLM-Judge Evals: Don't Sign a Coin Fliphttps://intentsolutions.io/field-notes/noise-robust-signed-llm-judge-evals/https://intentsolutions.io/field-notes/noise-robust-signed-llm-judge-evals/An un-seeded LLM judge is a coin flip even at temperature 0. How we made signed eval verdicts replayable instead of attesting noise.Tue, 07 Jul 2026 00:00:00 GMTGate the Statement, Not the Tool Namehttps://intentsolutions.io/field-notes/gate-the-statement-not-the-tool-name/https://intentsolutions.io/field-notes/gate-the-statement-not-the-tool-name/When one MCP tool carries every SQL verb, allowlisting tool names is theater. The safety boundary has to read the statement — here's how that gate was built.Mon, 29 Jun 2026 00:00:00 GMTWhen LLM Output Lies Instead of Crashinghttps://intentsolutions.io/field-notes/when-llm-output-lies-instead-of-crashing/https://intentsolutions.io/field-notes/when-llm-output-lies-instead-of-crashing/An LLM-output parsing bug silently understated a cost report via case-sensitivity. One-line normalizer fix plus 5 defensive hardening steps.Sat, 27 Jun 2026 00:00:00 GMTMCP Server Auth: The API Is the Real Boundaryhttps://intentsolutions.io/field-notes/the-api-is-the-real-boundary/https://intentsolutions.io/field-notes/the-api-is-the-real-boundary/Per-user tokens, a server-side write gate, and a separate access log — why an MCP server's client-side tool gate is UX, not a security boundary.Sat, 13 Jun 2026 00:00:00 GMTWhen --cap-drop ALL Broke the Gate Sockethttps://intentsolutions.io/field-notes/cap-drop-all-broke-the-gate-socket/https://intentsolutions.io/field-notes/cap-drop-all-broke-the-gate-socket/Hardening a container hid a permission bug: --cap-drop ALL stripped CAP_DAC_OVERRIDE, and a gate socket silently stopped governing every tool call.Fri, 12 Jun 2026 00:00:00 GMTGreen CI Proves Nothing: Why Your Tests Gate Zero Callshttps://intentsolutions.io/field-notes/when-green-ci-proves-nothing/https://intentsolutions.io/field-notes/when-green-ci-proves-nothing/CI dogfood for AI-agent governance went green while gating zero tool calls. Here's why a passing test proving nothing is worse than a red one.Thu, 11 Jun 2026 00:00:00 GMTThe Wrong Product, Built Perfectlyhttps://intentsolutions.io/field-notes/the-wrong-product-built-perfectly/https://intentsolutions.io/field-notes/the-wrong-product-built-perfectly/A new site was scaffolded, deployed, and live with valid TLS in under an hour — then declared the wrong product. The decoupling made the reversal cheap.Fri, 05 Jun 2026 00:00:00 GMTSafety Model First: 16-Tool Ops MCP, One Dayhttps://intentsolutions.io/field-notes/server-ops-mcp-safety-before-tools/https://intentsolutions.io/field-notes/server-ops-mcp-safety-before-tools/Design a 7-point safety model before writing tools. How server-ops-mcp shipped 16 tools, 40 tests, and v0.1.0 in a single day.Fri, 22 May 2026 00:00:00 GMTHonest Perf Benchmarks for a Paid-API Compilerhttps://intentsolutions.io/field-notes/honest-perf-benchmarks-paid-api-compiler/https://intentsolutions.io/field-notes/honest-perf-benchmarks-paid-api-compiler/Four PRs, three releases, and a benchmark suite that won't lie to you: seeded-RNG corpora, double-gated Claude scenarios, and skipped-but-recorded records.Sun, 17 May 2026 00:00:00 GMTForty-Four Minutes Before First Pitch: An LLM Fallback Chain and a Live Probability Gauge in One Sessionhttps://intentsolutions.io/field-notes/broadcast-day-llm-fallback-jchads-challenge/https://intentsolutions.io/field-notes/broadcast-day-llm-fallback-jchads-challenge/Groq quota died 44 minutes before a live broadcast. The fix was a 4-tier LLM fallback chain ending in a facts-only renderer. Then we shipped JChad's Challenge in the same session.Wed, 29 Apr 2026 00:00:00 GMTThe Rubric Sits On Top Of The Spec: A Schema Validator Postmortemhttps://intentsolutions.io/field-notes/schema-debacle-rubric-on-spec-postmortem/https://intentsolutions.io/field-notes/schema-debacle-rubric-on-spec-postmortem/Postmortem on a schema validator debacle: when a stricter enterprise rubric is built on top of a permissive open spec, the rubric must be additive, never the spec's floor.Tue, 28 Apr 2026 00:00:00 GMTEnding a Four-Month Silent Fail: Cross-Repo Triangulation on a Broken Gemini PR Workflowhttps://intentsolutions.io/field-notes/gemini-pr-review-silent-fail-cross-repo-triangulation/https://intentsolutions.io/field-notes/gemini-pr-review-silent-fail-cross-repo-triangulation/When a Gemini PR review workflow silently fails for four months, your first-principles fix is the suspect. Triangulate against a working reference.Thu, 23 Apr 2026 00:00:00 GMTEnforcement Travels With the Code: Shipping @intentsolutions/audit-harness v0.1.0https://intentsolutions.io/field-notes/audit-harness-v010-enforcement-travels-with-code/https://intentsolutions.io/field-notes/audit-harness-v010-enforcement-travels-with-code/Testing policy enforcement that lives in ~/.claude/ cannot travel with a fresh clone. audit-harness v0.1.0 moves the gates into each repo as a versioned dev dependency — npm, PyPI, crates, and bash install.sh.Tue, 21 Apr 2026 00:00:00 GMTManifest System + Mutation Testing: Two Ways to Find Out What Actually Workshttps://intentsolutions.io/field-notes/manifest-system-mutation-testing-pyramid/https://intentsolutions.io/field-notes/manifest-system-mutation-testing-pyramid/Epic 31-B lands the publish side of the bot-manifest protocol in claude-code-slack-channel. Epic 31 closes with an audit. Mutation tests and a cyclomatic gate make the test pyramid stop lying.Mon, 20 Apr 2026 00:00:00 GMTFour Releases in One Day: How the claude-code-slack-channel Security Sprint Actually Shippedhttps://intentsolutions.io/field-notes/ccsc-five-releases-one-day-security-sprint/https://intentsolutions.io/field-notes/ccsc-five-releases-one-day-security-sprint/Epic 29-A, 30-A, 30-B, 32-B land in a single calendar day across v0.5.0 → v0.5.1 → v0.6.0 → v0.7.0 — a supervisor, a hash-chained audit journal, and a policy engine that never sees manifests.Sun, 19 Apr 2026 00:00:00 GMTLLM-as-Reducer and the Case for Killing the AI Labelhttps://intentsolutions.io/field-notes/braves-postgame-expansion-and-two-ai-lessons/https://intentsolutions.io/field-notes/braves-postgame-expansion-and-two-ai-lessons/Two AI product lessons from the Braves dashboard post-game expansion: use the LLM as a reducer over noisy community signal, and pull the AI label off the UI.Sat, 18 Apr 2026 00:00:00 GMTThe 35x FLOPs Error That Peer Review Predictedhttps://intentsolutions.io/field-notes/flops-correction-unchecked-derivation-peer-review/https://intentsolutions.io/field-notes/flops-correction-unchecked-derivation-peer-review/A 35x FLOPs correction in pre-filing patent artifacts validated the reviewers' unchecked-derivation warning. The day's other shipments show what systematizing against named failure classes looks like.Wed, 15 Apr 2026 00:00:00 GMTRepo-Resolver: Typed Errors and Monorepo Detectionhttps://intentsolutions.io/field-notes/repo-resolver-integration-typed-errors-monorepo-detection/https://intentsolutions.io/field-notes/repo-resolver-integration-typed-errors-monorepo-detection/A shared repo-resolver package shipped into claude-runtime — ADR to integration in seven PRs, with typed error classes and transparent fallback that avoided a flag day.Tue, 14 Apr 2026 00:00:00 GMTKnowledge OS: Render, Promote, and the Research Commandhttps://intentsolutions.io/field-notes/knowledge-os-render-promote-research-command/https://intentsolutions.io/field-notes/knowledge-os-render-promote-research-command/intentional-cognition-os ships Epics 8 and 9 — a Marp slide deck renderer, a 7-rule promotion engine with rollback, and the first research command. Three releases in one day: v0.3.0 through v0.4.0.Wed, 08 Apr 2026 00:00:00 GMTResizable Columns and WCAG Contrast Fixes on the Braves Dashboardhttps://intentsolutions.io/field-notes/resizable-columns-wcag-contrast-braves-dashboard/https://intentsolutions.io/field-notes/resizable-columns-wcag-contrast-braves-dashboard/Adding drag-to-resize panels and fixing WCAG AA contrast ratios on the Braves Booth dashboard — the kind of polish that separates prototypes from broadcast tools.Tue, 07 Apr 2026 00:00:00 GMTKnowledge OS Bootstrap: Seven Epics, Marketplace Security, and Production AI Fixeshttps://intentsolutions.io/field-notes/knowledge-os-bootstrap-seven-epics-marketplace-security/https://intentsolutions.io/field-notes/knowledge-os-bootstrap-seven-epics-marketplace-security/Bootstrapping a local-first knowledge OS from standards documents to working retrieval in one day. Seven epics, six releases, 485 tests. Plus marketplace docs, Firestore security, and Braves AI fixes.Mon, 06 Apr 2026 00:00:00 GMTLegal Toolkit, Epic Planning, and a Canary That Stopped Singinghttps://intentsolutions.io/field-notes/legal-toolkit-epic-planning-canary-ci-three-projects/https://intentsolutions.io/field-notes/legal-toolkit-epic-planning-canary-ci-three-projects/A 12-skill legal toolkit with 5 parallel agents, a 117-bead execution plan reviewed by 6 auditors, and a canary CI pipeline that silently failed for 3 days. Trust but verify across three projects.Sun, 05 Apr 2026 00:00:00 GMTBraves Booth v1.0.0: Player Drill-Down, Lineup Cache Bug, and Shipping 1.0https://intentsolutions.io/field-notes/braves-booth-v1-release-player-drilldown/https://intentsolutions.io/field-notes/braves-booth-v1-release-player-drilldown/Shipping v1.0.0 of Braves Booth Intelligence — a real-time broadcast ops tool for Atlanta Braves radio. Player drill-down, a lineup cache bug found in live testing, and 1,684 lines of new code.Sat, 04 Apr 2026 00:00:00 GMTBraves Booth — Idle Recap, Dashboard Density, and AI Pitcher Narrativeshttps://intentsolutions.io/field-notes/braves-booth-dashboard-ui-refactor-ai-pitcher-narrative/https://intentsolutions.io/field-notes/braves-booth-dashboard-ui-refactor-ai-pitcher-narrative/Refactoring the Braves broadcast dashboard idle view, eliminating sub-10px fonts, and replacing duplicated AI narrative logic with a structured buildPitcherFacts function.Fri, 03 Apr 2026 00:00:00 GMTIntentCAD Viewer — Closing the DWG FastView Gaphttps://intentsolutions.io/field-notes/intentcad-viewer-dwg-fastview-parity/https://intentsolutions.io/field-notes/intentcad-viewer-dwg-fastview-parity/Web workers, animated zoom, progress feedback, and color-coded selections. The changes that took IntentCAD's browser viewer from prototype to production-grade — benchmarked against DWG FastView.Sat, 28 Mar 2026 00:00:00 GMTWrite Once, Publish Everywhere: Building Content Distribution Across Three Siteshttps://intentsolutions.io/field-notes/write-once-publish-everywhere-content-distribution-infra/https://intentsolutions.io/field-notes/write-once-publish-everywhere-content-distribution-infra/Three sites now share content through automated pipelines: Hugo to Astro backfill, cross-repo plugin sync with repository_dispatch, and a CodeRabbit-caught no-op filter.Wed, 25 Mar 2026 00:00:00 GMTUsable, Not Just Functional: Entity Selection, Binary Eval, and 6 UX Fixes Across 4 Reposhttps://intentsolutions.io/field-notes/usable-not-just-functional-four-repos-40-commits/https://intentsolutions.io/field-notes/usable-not-just-functional-four-repos-40-commits/40+ commits across 4 repos. CAD entity selection gets real bounding boxes, a binary eval framework bootstraps to v0.2.8, and the X triage plugin ships 6 UX features.Tue, 24 Mar 2026 00:00:00 GMTKnowledge Base from Zero to API: Lifecycle State Machines and Policy Engineshttps://intentsolutions.io/field-notes/knowledge-base-zero-to-api-lifecycle-state-machine/https://intentsolutions.io/field-notes/knowledge-base-zero-to-api-lifecycle-state-machine/Building a team knowledge base with lifecycle state machines, policy engines, and git-exported articles — from empty repo to working API in one day.Wed, 18 Mar 2026 00:00:00 GMTLive Data Backbone: Cache Layers, Circuit Breakers, and SSE for Broadcasthttps://intentsolutions.io/field-notes/live-data-backbone-cache-circuits-sse/https://intentsolutions.io/field-notes/live-data-backbone-cache-circuits-sse/Wiring MLB Stats API, GUMBO feeds, and Statcast into a fault-tolerant data layer with TTL caching, circuit breakers, and Server-Sent Events.Mon, 02 Mar 2026 00:00:00 GMTZero to CI: Full-Stack Dashboard in One Sessionhttps://intentsolutions.io/field-notes/zero-to-ci-full-stack-dashboard-one-session/https://intentsolutions.io/field-notes/zero-to-ci-full-stack-dashboard-one-session/11 commits from empty repo to green CI. Building the Braves Booth Intelligence dashboard with opinionated stack choices and a CAD agent side quest.Sun, 01 Mar 2026 00:00:00 GMTEngine to Product: Three Interfaces, One Codebasehttps://intentsolutions.io/field-notes/engine-to-product-three-interfaces-one-codebase/https://intentsolutions.io/field-notes/engine-to-product-three-interfaces-one-codebase/Building CLI, REST API, and frontend wizard interfaces on top of a comparison engine. The jump from library to usable product in cad-dxf-agent.Sat, 28 Feb 2026 00:00:00 GMTFebruary 2026 State of Affairs: 255 Commits, 12 Projects, and What I Shippedhttps://intentsolutions.io/field-notes/february-2026-state-of-affairs-255-commits-12-projects/https://intentsolutions.io/field-notes/february-2026-state-of-affairs-255-commits-12-projects/A candid look at 18 days of engineering output: 255+ commits across 12 projects, from blockchain infrastructure to CAD agents to auth debugging.Sun, 22 Feb 2026 00:00:00 GMTIRSB Monorepo v1.0.0: Extracting Shared Packages and Unifying a Blockchain Platformhttps://intentsolutions.io/field-notes/irsb-monorepo-v1-extracting-shared-packages/https://intentsolutions.io/field-notes/irsb-monorepo-v1-extracting-shared-packages/How I extracted @irsb/kms-signer and @irsb/types into shared packages, unified a blockchain platform under one monorepo, dealt with port conflicts, and split CI tests for 3x faster runs.Mon, 16 Feb 2026 00:00:00 GMTDesigning a Local-First Resume Parser: Architecture Decisions for Edge AIhttps://intentsolutions.io/field-notes/designing-local-first-resume-parser-architecture-edge-ai/https://intentsolutions.io/field-notes/designing-local-first-resume-parser-architecture-edge-ai/Documenting the architecture decisions for Resume Realtime - a planned Chrome extension for local resume parsing. This post covers the technical choices made before writing production code.Thu, 11 Dec 2025 00:00:00 GMTHow to Get Your ADK Agent into Google's Official Community Showcasehttps://intentsolutions.io/field-notes/how-to-get-adk-agent-into-google-community-showcase/https://intentsolutions.io/field-notes/how-to-get-adk-agent-into-google-community-showcase/A tactical breakdown of contributing to Google's agent-starter-pack repository and getting recognized as a production-grade ADK reference implementation.Thu, 11 Dec 2025 00:00:00 GMTBuilding an Idempotent Stripe Billing Enforcement Engine for Firestorehttps://intentsolutions.io/field-notes/building-idempotent-stripe-billing-enforcement-firestore/https://intentsolutions.io/field-notes/building-idempotent-stripe-billing-enforcement-firestore/How we built a unified plan enforcement engine that handles duplicate webhooks, out-of-order events, and automatic drift correction for Stripe billing in a Firestore-backed SaaS application.Mon, 17 Nov 2025 00:00:00 GMTFine-Tuning IAM1: Building a Hierarchical Multi-Agent System on Vertex AIhttps://intentsolutions.io/field-notes/fine-tuning-iam1-hierarchical-multi-agent-vertex-ai/https://intentsolutions.io/field-notes/fine-tuning-iam1-hierarchical-multi-agent-vertex-ai/Deep dive into fine-tuning a Regional Manager AI agent (IAM1) with hierarchical multi-agent orchestration on Vertex AI Agent Engine. Real implementation of decision frameworks and specialist delegation.Sun, 09 Nov 2025 00:00:00 GMTBuilding a Production Multi-Agent AI System: BrightStream's 10-Agent Architecture on Vertex AIhttps://intentsolutions.io/field-notes/building-production-multi-agent-ai-brightstream-vertex-ai/https://intentsolutions.io/field-notes/building-production-multi-agent-ai-brightstream-vertex-ai/The real journey from concept to production: building BrightStream's 10-agent positive news platform on Google Vertex AI Agent Engine. Multi-agent debate, parallel execution, and 89% cost reduction through architectural optimization.Thu, 30 Oct 2025 00:00:00 GMTArchitecting a Production Multi-Agent AI Platform: Technical Leadership in Actionhttps://intentsolutions.io/field-notes/architecting-production-multi-agent-ai-platform-technical-leadership/https://intentsolutions.io/field-notes/architecting-production-multi-agent-ai-platform-technical-leadership/Architecting a Production Multi-Agent AI Platform: Technical Leadership in ActionWed, 29 Oct 2025 00:00:00 GMTThe Coasean Singularity: How AI Agents Will Transform Digital Marketshttps://intentsolutions.io/field-notes/coasean-singularity-ai-agents-market-transformation/https://intentsolutions.io/field-notes/coasean-singularity-ai-agents-market-transformation/Analysis of groundbreaking NBER research on how autonomous AI agents will reshape digital markets by reducing transaction costs to near-zero, enabling new market designs and regulatory challenges.Fri, 24 Oct 2025 00:00:00 GMTOctober 2025 State of Affairs: Five Production Platforms and What They Taught Mehttps://intentsolutions.io/field-notes/intent-solutions-october-2025-state-of-affairs/https://intentsolutions.io/field-notes/intent-solutions-october-2025-state-of-affairs/A candid look at Intent Solutions' current projects: DiagnosticPro, Hustle, CostPlusDB, ClaudeCodePlugins, and what running five production platforms simultaneously teaches you about deployment velocity.Mon, 20 Oct 2025 00:00:00 GMTIntent Solutions Portfolio 2025: Five Production Platforms and the Architecture Behind 4-Day Deploymentshttps://intentsolutions.io/field-notes/intent-solutions-portfolio-2025-production-deployment-velocity/https://intentsolutions.io/field-notes/intent-solutions-portfolio-2025-production-deployment-velocity/Deep dive into Intent Solutions' five production platforms: DiagnosticPro, Hustle, CostPlusDB, ClaudeCodePlugins, and the technical architecture enabling concept-to-production deployment in days, not months.Mon, 20 Oct 2025 00:00:00 GMTScaling AI Batch Processing: Enhancing 235 Plugins with Vertex AI Gemini on the Free Tierhttps://intentsolutions.io/field-notes/scaling-ai-batch-processing-enhancing-235-plugins-with-vertex-ai-gemini-on-the-free-tier/https://intentsolutions.io/field-notes/scaling-ai-batch-processing-enhancing-235-plugins-with-vertex-ai-gemini-on-the-free-tier/Building an overnight batch processing system to enhance 235 Claude Code plugins using Vertex AI Gemini 2.0 Flash - complete with rate limiting, SQLite audit trails, and Turso disaster recovery. The full technical journey from conservative 90s delays to optimized 45s processing.Sun, 19 Oct 2025 00:00:00 GMTScaling AI Systems: Production Batch Processing with Built-In Disaster Recoveryhttps://intentsolutions.io/field-notes/scaling-ai-systems-disaster-recovery-production-batch-processing/https://intentsolutions.io/field-notes/scaling-ai-systems-disaster-recovery-production-batch-processing/Scaling AI Systems: Production Batch Processing with Built-In Disaster RecoverySun, 19 Oct 2025 00:00:00 GMTBuilding Production-Grade CI/CD: From Documentation Chaos to Automated Deploymenthttps://intentsolutions.io/field-notes/building-production-ci-cd-documentation-to-deployment/https://intentsolutions.io/field-notes/building-production-ci-cd-documentation-to-deployment/Building Production-Grade CI/CD: From Documentation Chaos to Automated DeploymentFri, 17 Oct 2025 00:00:00 GMTDeploying Next.js 15 to Google Cloud Run: From Zero to HTTPS in 2 Hourshttps://intentsolutions.io/field-notes/deploying-nextjs-15-google-cloud-run-custom-domain-ssl/https://intentsolutions.io/field-notes/deploying-nextjs-15-google-cloud-run-custom-domain-ssl/Complete guide to deploying Next.js 15 with Docker to Google Cloud Run, configuring custom domains, SSL certificates, and global load balancing. Real troubleshooting included.Sat, 11 Oct 2025 00:00:00 GMTBuilding Production-Grade Testing Infrastructure: A Playwright + GitHub Actions Case Studyhttps://intentsolutions.io/field-notes/building-production-grade-testing-infrastructure-playwright-case-study/https://intentsolutions.io/field-notes/building-production-grade-testing-infrastructure-playwright-case-study/How I implemented enterprise-grade testing infrastructure with Playwright, GitHub Actions CI/CD, and automated quality gates for a production survey system - complete with debugging journey and lessons learned.Wed, 08 Oct 2025 00:00:00 GMTMaking a Youth Sports App COPPA-Compliant: The Real Process From Question to Productionhttps://intentsolutions.io/field-notes/coppa-compliance-youth-sports-app-real-implementation-process/https://intentsolutions.io/field-notes/coppa-compliance-youth-sports-app-real-implementation-process/A complete walkthrough of implementing COPPA-compliant legal framework for a youth athlete tracking app, including the questions asked, solutions tried, failures encountered, and the final production release.Wed, 08 Oct 2025 00:00:00 GMTHybrid AI Stack: Reduce AI API Costs by 60-80% with Intelligent Request Routinghttps://intentsolutions.io/field-notes/hybrid-ai-stack-reduce-costs-60-80-percent-intelligent-routing/https://intentsolutions.io/field-notes/hybrid-ai-stack-reduce-costs-60-80-percent-intelligent-routing/Production-ready AI orchestration system that intelligently routes requests between local CPU-based models and cloud APIs to slash costs by 60-80%. Complete architecture, deployment guide, and ROI analysis.Tue, 07 Oct 2025 00:00:00 GMTTerraform for AI Infrastructure: Complete Learning Guide from Zero to Productionhttps://intentsolutions.io/field-notes/terraform-complete-learning-guide-infrastructure-as-code/https://intentsolutions.io/field-notes/terraform-complete-learning-guide-infrastructure-as-code/Comprehensive Terraform learning resource covering core concepts, best practices, state management, modules, and real-world examples for AI and cloud infrastructure deployment.Tue, 07 Oct 2025 00:00:00 GMTSelf-Hosting n8n on Contabo VPS: Enterprise Automation with Zero Recurring Costshttps://intentsolutions.io/field-notes/self-hosting-n8n-enterprise-automation-zero-monthly-cost/https://intentsolutions.io/field-notes/self-hosting-n8n-enterprise-automation-zero-monthly-cost/Production-ready n8n deployment on a Contabo VPS — complete architecture, SSL via Caddy, Docker stack, and operational runbook for eliminating recurring SaaS fees.Sat, 04 Oct 2025 00:00:00 GMTLeading Complex System Onboarding: From Documentation to Infrastructure Accesshttps://intentsolutions.io/field-notes/leading-complex-system-onboarding-documentation-to-infrastructure-access/https://intentsolutions.io/field-notes/leading-complex-system-onboarding-documentation-to-infrastructure-access/How I approached onboarding a Senior Cybersecurity Engineer to a complex multi-project platform, building reusable frameworks and solving real infrastructure challenges.Wed, 01 Oct 2025 00:00:00 GMTEnterprise Documentation Transformation: Git-Native TaskWarrior Workflows for Platform Reorganizationhttps://intentsolutions.io/field-notes/enterprise-documentation-transformation-git-native-taskwarrior-workflows/https://intentsolutions.io/field-notes/enterprise-documentation-transformation-git-native-taskwarrior-workflows/How to systematically transform production platforms using git-native documentation workflows, TaskWarrior CLI integration, and enterprise-grade organizational patterns. A real case study from DiagnosticPro platform reorganization.Tue, 30 Sep 2025 00:00:00 GMTEnterprise Software Transformation: From Framework to Production Server - A Project Management Case Studyhttps://intentsolutions.io/field-notes/enterprise-software-transformation-waygate-mcp-case-study/https://intentsolutions.io/field-notes/enterprise-software-transformation-waygate-mcp-case-study/Enterprise Software Transformation: From Framework to Production Server - A Project Management Case StudySun, 28 Sep 2025 00:00:00 GMTTransforming Complex N8N Workflows: From Analysis to Enterprise Tech Intelligence Platformhttps://intentsolutions.io/field-notes/enterprise-workflow-transformation-n8n-tech-intelligence-platform/https://intentsolutions.io/field-notes/enterprise-workflow-transformation-n8n-tech-intelligence-platform/Transforming Complex N8N Workflows: From Analysis to Enterprise Tech Intelligence PlatformSun, 28 Sep 2025 00:00:00 GMTBuilding Multi-Platform Developer Tools: Scaling an Open-Source Project from 1 to 5 Platformshttps://intentsolutions.io/field-notes/building-multi-platform-developer-tools/https://intentsolutions.io/field-notes/building-multi-platform-developer-tools/Building Multi-Platform Developer Tools: Scaling an Open-Source Project from 1 to 5 PlatformsSat, 27 Sep 2025 00:00:00 GMTBuilding a 254-Table BigQuery Schema in 72 Hourshttps://intentsolutions.io/field-notes/building-254-table-bigquery-schema-72-hours/https://intentsolutions.io/field-notes/building-254-table-bigquery-schema-72-hours/How we architected and deployed a massive 254-table BigQuery schema in just 72 hours, handling data from multiple sources at scale with 10,000 records/second throughputMon, 08 Sep 2025 00:00:00 GMTBuilding DiagnosticPro: AI-Powered Vehicle Diagnostics Platformhttps://intentsolutions.io/field-notes/diagnosticpro-case-study/https://intentsolutions.io/field-notes/diagnosticpro-case-study/How we built a professional-grade AI vehicle diagnostics platform in days, not months - featuring GPT-4, 254+ BigQuery tables, and multi-source data pipelinesMon, 08 Sep 2025 00:00:00 GMT \ No newline at end of file diff --git a/field-notes/scaling-ai-batch-processing-enhancing-235-plugins-with-vertex-ai-gemini-on-the-free-tier/index.html b/field-notes/scaling-ai-batch-processing-enhancing-235-plugins-with-vertex-ai-gemini-on-the-free-tier/index.html index 16ee4b0adb7155db7b9fb6ddf81270c49033a46b..d90182cc032474c5a88dd8ad87f8da76b5653d65 100644 --- a/field-notes/scaling-ai-batch-processing-enhancing-235-plugins-with-vertex-ai-gemini-on-the-free-tier/index.html +++ b/field-notes/scaling-ai-batch-processing-enhancing-235-plugins-with-vertex-ai-gemini-on-the-free-tier/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/scaling-ai-systems-disaster-recovery-production-batch-processing/index.html b/field-notes/scaling-ai-systems-disaster-recovery-production-batch-processing/index.html index 8836586492e504daf7c9a2c9519d9ae8ac8427ee..60d6a8b2eaa4329ad0f3b36a47ef4223eedddb99 100644 --- a/field-notes/scaling-ai-systems-disaster-recovery-production-batch-processing/index.html +++ b/field-notes/scaling-ai-systems-disaster-recovery-production-batch-processing/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/schema-debacle-rubric-on-spec-postmortem/index.html b/field-notes/schema-debacle-rubric-on-spec-postmortem/index.html index 52b14176d2b2d6c2c8cf3aa9e62d240967c3f6b9..91e3e8c37ba6428c5c41ae599f617ef11f7dbb3c 100644 --- a/field-notes/schema-debacle-rubric-on-spec-postmortem/index.html +++ b/field-notes/schema-debacle-rubric-on-spec-postmortem/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/self-hosting-n8n-enterprise-automation-zero-monthly-cost/index.html b/field-notes/self-hosting-n8n-enterprise-automation-zero-monthly-cost/index.html index 1675b2b7785ef3d805333d9aac36787ed6e50c03..33cee4970c104c57095435cec9c533778dfdf801 100644 --- a/field-notes/self-hosting-n8n-enterprise-automation-zero-monthly-cost/index.html +++ b/field-notes/self-hosting-n8n-enterprise-automation-zero-monthly-cost/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/server-ops-mcp-safety-before-tools/index.html b/field-notes/server-ops-mcp-safety-before-tools/index.html index d866b7a1a71a6253ab1d1320bf0f96fdc15ae475..306509dcc2fdda6870166cf799b1f752d0c8cd6c 100644 --- a/field-notes/server-ops-mcp-safety-before-tools/index.html +++ b/field-notes/server-ops-mcp-safety-before-tools/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/temporary-is-not-a-plan/index.html b/field-notes/temporary-is-not-a-plan/index.html index dc71146a114b105a0a02c61be7633046d79ed73c..e8a3298f86bb97915c4b96f70b7e8fea717e890b 100644 --- a/field-notes/temporary-is-not-a-plan/index.html +++ b/field-notes/temporary-is-not-a-plan/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/terraform-complete-learning-guide-infrastructure-as-code/index.html b/field-notes/terraform-complete-learning-guide-infrastructure-as-code/index.html index ebc8d9c1c917f9bd9d618820557a466f610a4eee..804fcf681ba5fac0358a88036bcfda499de79fa3 100644 --- a/field-notes/terraform-complete-learning-guide-infrastructure-as-code/index.html +++ b/field-notes/terraform-complete-learning-guide-infrastructure-as-code/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/the-api-is-the-real-boundary/index.html b/field-notes/the-api-is-the-real-boundary/index.html index 4d0d7a9dcbd63f69b6887a198694d6088cee13ba..8eb1d8430a29aa96b6c3294cd4c6ef7cf5f37ba3 100644 --- a/field-notes/the-api-is-the-real-boundary/index.html +++ b/field-notes/the-api-is-the-real-boundary/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/the-kernel-must-not-import-its-agents/index.html b/field-notes/the-kernel-must-not-import-its-agents/index.html index f0f897bb4879c22ed5da34dacc27191c3e4bd21c..1678286ce5477228fccc02654780a303da222956 100644 --- a/field-notes/the-kernel-must-not-import-its-agents/index.html +++ b/field-notes/the-kernel-must-not-import-its-agents/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/the-wrong-product-built-perfectly/index.html b/field-notes/the-wrong-product-built-perfectly/index.html index a6939cb9ca79cdbb6c889671f7ce20ca93a299d7..d4964ec0ae2b6f4f5aadb31a41b4029c45f7730e 100644 --- a/field-notes/the-wrong-product-built-perfectly/index.html +++ b/field-notes/the-wrong-product-built-perfectly/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/usable-not-just-functional-four-repos-40-commits/index.html b/field-notes/usable-not-just-functional-four-repos-40-commits/index.html index 4e232a21efa6d9bb4f8055001d1998890bd906bb..c49165caf008210e81399967f345d95bc93e184e 100644 --- a/field-notes/usable-not-just-functional-four-repos-40-commits/index.html +++ b/field-notes/usable-not-just-functional-four-repos-40-commits/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/when-green-ci-proves-nothing/index.html b/field-notes/when-green-ci-proves-nothing/index.html index 2c55bc8040c1337a9086da13ba11fab35b93d81c..00281ca3ae7c2e6474d5c09e5785e2f55808594f 100644 --- a/field-notes/when-green-ci-proves-nothing/index.html +++ b/field-notes/when-green-ci-proves-nothing/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/when-llm-output-lies-instead-of-crashing/index.html b/field-notes/when-llm-output-lies-instead-of-crashing/index.html index 49a2271f70282024b58e9bd39ca2644712697f14..e9626c85d5f961337a1ba2e5983f47f86f60babb 100644 --- a/field-notes/when-llm-output-lies-instead-of-crashing/index.html +++ b/field-notes/when-llm-output-lies-instead-of-crashing/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/write-once-publish-everywhere-content-distribution-infra/index.html b/field-notes/write-once-publish-everywhere-content-distribution-infra/index.html index c5414e43fc9e83bfdc1c461a244ec5b39a6d2c46..f93c92f2e839a46481bb2f6aec0a14d2622b5993 100644 --- a/field-notes/write-once-publish-everywhere-content-distribution-infra/index.html +++ b/field-notes/write-once-publish-everywhere-content-distribution-infra/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/wrong-mode-green-is-not-a-gate/index.html b/field-notes/wrong-mode-green-is-not-a-gate/index.html index 71f799d7c59530718ece76c0b9316e8616fb0161..806f26c097fd3a2768e1c3fa5bb51dd1c63d39f9 100644 --- a/field-notes/wrong-mode-green-is-not-a-gate/index.html +++ b/field-notes/wrong-mode-green-is-not-a-gate/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/field-notes/zero-to-ci-full-stack-dashboard-one-session/index.html b/field-notes/zero-to-ci-full-stack-dashboard-one-session/index.html index c67dc8494653979066731bf4d8aebac9bf532d4a..14b7685553db806ac9e2a896891327fafc00bbfa 100644 --- a/field-notes/zero-to-ci-full-stack-dashboard-one-session/index.html +++ b/field-notes/zero-to-ci-full-stack-dashboard-one-session/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/index.html b/index.html index dfb83d8dcfb901fcbb84d28847409e16abb9759b..8f80399cb1fd0c260d448892b70875d0faf52f11 100644 --- a/index.html +++ b/index.html @@ -137,6 +137,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -235,6 +241,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/infrastructure/index.html b/infrastructure/index.html index 2c478d183ad816d51d1a7dc695bbb1337effaf39..21879f14e01f1b6642eab756e84c55f48a78b9e7 100644 --- a/infrastructure/index.html +++ b/infrastructure/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/intel-engine/index.html b/intel-engine/index.html index 1ea84d89dee930cdffd9204a1aceff00589da4ac..61ca4ddbfbf198b90357bcb70c648f90da3551cb 100644 --- a/intel-engine/index.html +++ b/intel-engine/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/learn/index.html b/learn/index.html index b937ac87a91906ae63cc435bf6629adf8ac5f842..958cdad30176e93b9817313c4640722fb0f98166 100644 --- a/learn/index.html +++ b/learn/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/learn/models/index.html b/learn/models/index.html index b5764bdf6484098d40ddb8abafc360a2933161cb..6a4ce067b2ca2d7eb96cdac81b1c7579b4cc0bf2 100644 --- a/learn/models/index.html +++ b/learn/models/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/learn/security/index.html b/learn/security/index.html index 6b59b7dbdb6a52e15ef25a9e756a8d90f57c344f..7ba672b739fc13d08b28bd4ab5d4cb02400c3596 100644 --- a/learn/security/index.html +++ b/learn/security/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/private-ai/index.html b/private-ai/index.html index ebf0c0f1c351a9d76bed61ee18d74b3ff1a87e0c..a2267815c4749f02d861f2e8f37d47b70face06f 100644 --- a/private-ai/index.html +++ b/private-ai/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/projects/index.html b/projects/index.html index 303578ec6b1e680c473622e96fdddf6648d28a23..65b1fc6ffe51d455919cd7112c3834f5e6e0175e 100644 --- a/projects/index.html +++ b/projects/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/resellers/index.html b/resellers/index.html index e37bcb0c8700e07e1a2bd225627868f7153810e0..30d48b789ca8a820442022b233ce75b3812dbd58 100644 --- a/resellers/index.html +++ b/resellers/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/security-compliance/index.html b/security-compliance/index.html index 473270559c0eff9a32f030eb4c5956281b1c491d..d674723a944bb6a74d14cdf898418d561ba654e0 100644 --- a/security-compliance/index.html +++ b/security-compliance/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗ diff --git a/support/index.html b/support/index.html index 5ef47ec7958f55b29ea1c2ea81f24bb3d2efb0dd..5fd0ad9c4a54528c8d3eb4c00e26fb3cd4e61871 100644 --- a/support/index.html +++ b/support/index.html @@ -136,6 +136,12 @@ Shipped work & case studies + + + Demos + + + Click through working systems Plugin Marketplace @@ -234,6 +240,8 @@ Field Notes Projects + + Demos ↗ Plugin Marketplace ↗