kind stringclasses 3
values | row_id unknown | slug stringlengths 4 97 | title stringlengths 0 240 | body stringlengths 0 784k ⌀ | host stringclasses 10
values | actor stringclasses 202
values | created_at stringlengths 27 32 | tags listlengths 0 3 | payload unknown |
|---|---|---|---|---|---|---|---|---|---|
kv | "feature-synth.force_run_now" | kv/feature-synth.force_run_now | feature-synth.force_run_now | "{\"force\": true, \"ts\": \"2026-06-28T09:03:09.663046Z\"}" | null | operator | 2026-06-28T09:03:10.058865+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.business-synthesis.surrogate-2-burn-vm" | kv/agent.heartbeat.business-synthesis.surrogate-2-burn-vm | agent.heartbeat.business-synthesis.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:10.162956Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"business-synthesis\", \"state\": \"idle\", \"cycle_n\": 639, \"processed\": 0, \"idle_streak\": 639}" | null | operator | 2026-06-28T09:03:11.162586+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.amplifier.surrogate-2-burn-vm" | kv/agent.heartbeat.amplifier.surrogate-2-burn-vm | agent.heartbeat.amplifier.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:11.363627Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"amplifier\", \"state\": \"idle\", \"cycle_n\": 1132, \"processed\": 0, \"idle_streak\": 1132}" | null | operator | 2026-06-28T09:03:12.062886+00:00 | [
"kv"
] | null |
kv | "demand.lean-canvas" | kv/demand.lean-canvas | demand.lean-canvas | "{\"hungry\": true, \"ts\": \"2026-06-28T09:03:11.460066Z\", \"host\": \"surrogate-2-burn-vm\"}" | null | operator | 2026-06-28T09:03:12.259986+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.lean-canvas.surrogate-2-burn-vm" | kv/agent.heartbeat.lean-canvas.surrogate-2-burn-vm | agent.heartbeat.lean-canvas.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:12.759423Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"lean-canvas\", \"state\": \"idle\", \"cycle_n\": 945, \"processed\": 0, \"idle_streak\": 945}" | null | operator | 2026-06-28T09:03:13.462646+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.betalist-stream.surrogate-2-burn-vm" | kv/agent.heartbeat.betalist-stream.surrogate-2-burn-vm | agent.heartbeat.betalist-stream.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:12.361555Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"betalist-stream\", \"state\": \"idle\", \"cycle_n\": 1, \"processed\": 0, \"idle_streak\": 1}" | null | operator | 2026-06-28T09:03:13.661027+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.medium-crawler.surrogate-2-burn-vm" | kv/agent.heartbeat.medium-crawler.surrogate-2-burn-vm | agent.heartbeat.medium-crawler.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:13.057988Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"medium-crawler\", \"state\": \"working\", \"cycle_n\": 1, \"processed\": 0}" | null | operator | 2026-06-28T09:03:13.767281+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.pm.surrogate-2-burn-vm" | kv/agent.heartbeat.pm.surrogate-2-burn-vm | agent.heartbeat.pm.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:14.458980Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"pm\", \"state\": \"idle\", \"cycle_n\": 372, \"processed\": 6, \"idle_streak\": 56}" | null | operator | 2026-06-28T09:03:14.961485+00:00 | [
"kv"
] | null |
kv | "demand.premium-biz-research" | kv/demand.premium-biz-research | demand.premium-biz-research | "{\"hungry\": true, \"ts\": \"2026-06-28T09:03:16.460999Z\", \"host\": \"surrogate-2-burn-vm\"}" | null | operator | 2026-06-28T09:03:16.874756+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.dev-43.surrogate-2-burn-vm" | kv/agent.heartbeat.dev-43.surrogate-2-burn-vm | agent.heartbeat.dev-43.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:17.065019Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"dev-43\", \"state\": \"working\", \"cycle_n\": 156, \"processed\": 141}" | null | operator | 2026-06-28T09:03:17.169376+00:00 | [
"kv"
] | null |
kv | "demand.biz-research-validated" | kv/demand.biz-research-validated | demand.biz-research-validated | "{\"hungry\": true, \"ts\": \"2026-06-28T09:03:16.958050Z\", \"host\": \"surrogate-2-burn-vm\"}" | null | operator | 2026-06-28T09:03:17.660458+00:00 | [
"kv"
] | null |
kv | "demand.biz-research" | kv/demand.biz-research | demand.biz-research | "{\"hungry\": true, \"ts\": \"2026-06-28T09:03:17.760007Z\", \"host\": \"surrogate-2-burn-vm\"}" | null | operator | 2026-06-28T09:03:18.176462+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.biz-pipeline.surrogate-2-burn-vm" | kv/agent.heartbeat.biz-pipeline.surrogate-2-burn-vm | agent.heartbeat.biz-pipeline.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:18.658715Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"biz-pipeline\", \"state\": \"idle\", \"cycle_n\": 700, \"processed\": 10, \"idle_streak\": 83}" | null | operator | 2026-06-28T09:03:19.165012+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.security.surrogate-2-burn-vm" | kv/agent.heartbeat.security.surrogate-2-burn-vm | agent.heartbeat.security.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:22.899898Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"security\", \"state\": \"idle\", \"cycle_n\": 838, \"processed\": 253, \"idle_streak\": 11}" | null | operator | 2026-06-28T09:03:23.974521+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.usability-tester.surrogate-2-burn-vm" | kv/agent.heartbeat.usability-tester.surrogate-2-burn-vm | agent.heartbeat.usability-tester.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:24.091382Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"usability-tester\", \"state\": \"idle\", \"cycle_n\": 222, \"processed\": 0, \"idle_streak\": 222}" | null | operator | 2026-06-28T09:03:24.413546+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.perf.surrogate-2-burn-vm" | kv/agent.heartbeat.perf.surrogate-2-burn-vm | agent.heartbeat.perf.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:25.641386Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"perf\", \"state\": \"idle\", \"cycle_n\": 841, \"processed\": 256, \"idle_streak\": 9}" | null | operator | 2026-06-28T09:03:25.967925+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.substack-stream.surrogate-2-burn-vm" | kv/agent.heartbeat.substack-stream.surrogate-2-burn-vm | agent.heartbeat.substack-stream.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:25.662818Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"substack-stream\", \"state\": \"idle\", \"cycle_n\": 1, \"processed\": 0, \"idle_streak\": 1}" | null | operator | 2026-06-28T09:03:26.045915+00:00 | [
"kv"
] | null |
kv | "demand.pricing" | kv/demand.pricing | demand.pricing | "{\"hungry\": true, \"ts\": \"2026-06-28T09:03:25.960954Z\", \"host\": \"surrogate-2-burn-vm\"}" | null | operator | 2026-06-28T09:03:26.363042+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.thai-stream.surrogate-2-burn-vm" | kv/agent.heartbeat.thai-stream.surrogate-2-burn-vm | agent.heartbeat.thai-stream.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:26.165894Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"thai-stream\", \"state\": \"working\", \"cycle_n\": 1, \"processed\": 0}" | null | operator | 2026-06-28T09:03:26.768972+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.validator.surrogate-2-burn-vm" | kv/agent.heartbeat.validator.surrogate-2-burn-vm | agent.heartbeat.validator.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:26.892003Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"validator\", \"state\": \"working\", \"cycle_n\": 701, \"processed\": 700}" | null | operator | 2026-06-28T09:03:27.015046+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.feature-build.surrogate-2-burn-vm" | kv/agent.heartbeat.feature-build.surrogate-2-burn-vm | agent.heartbeat.feature-build.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:26.357784Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"feature-build\", \"state\": \"working\", \"cycle_n\": 1119, \"processed\": 88}" | null | operator | 2026-06-28T09:03:27.268253+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.command-orchestrator.surrogate-2-burn-vm" | kv/agent.heartbeat.command-orchestrator.surrogate-2-burn-vm | agent.heartbeat.command-orchestrator.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:28.065719Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"command-orchestrator\", \"state\": \"idle\", \"cycle_n\": 639, \"processed\": 0, \"idle_streak\": 639}" | null | operator | 2026-06-28T09:03:28.463607+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.design.surrogate-2-burn-vm" | kv/agent.heartbeat.design.surrogate-2-burn-vm | agent.heartbeat.design.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:28.867731Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"design\", \"state\": \"working\", \"cycle_n\": 575, \"processed\": 436}" | null | operator | 2026-06-28T09:03:29.074744+00:00 | [
"kv"
] | null |
kv | "demand.market-research" | kv/demand.market-research | demand.market-research | "{\"hungry\": true, \"ts\": \"2026-06-28T09:03:28.563893Z\", \"host\": \"surrogate-2-burn-vm\"}" | null | operator | 2026-06-28T09:03:29.263578+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.global-stream.surrogate-2-burn-vm" | kv/agent.heartbeat.global-stream.surrogate-2-burn-vm | agent.heartbeat.global-stream.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:28.859667Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"global-stream\", \"state\": \"working\", \"cycle_n\": 1, \"processed\": 0}" | null | operator | 2026-06-28T09:03:29.270926+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.market-research.surrogate-2-burn-vm" | kv/agent.heartbeat.market-research.surrogate-2-burn-vm | agent.heartbeat.market-research.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:29.558074Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"market-research\", \"state\": \"idle\", \"cycle_n\": 5853, \"processed\": 500, \"idle_streak\": 12}" | null | operator | 2026-06-28T09:03:30.367415+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.pricing.surrogate-2-burn-vm" | kv/agent.heartbeat.pricing.surrogate-2-burn-vm | agent.heartbeat.pricing.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:29.965557Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"pricing\", \"state\": \"idle\", \"cycle_n\": 626, \"processed\": 0, \"idle_streak\": 626}" | null | operator | 2026-06-28T09:03:30.761548+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.pipeline-feeder.surrogate-2-burn-vm" | kv/agent.heartbeat.pipeline-feeder.surrogate-2-burn-vm | agent.heartbeat.pipeline-feeder.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:31.558626Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"pipeline-feeder\", \"state\": \"idle\", \"cycle_n\": 466, \"processed\": 0, \"idle_streak\": 466}" | null | operator | 2026-06-28T09:03:32.062188+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.reviewer.surrogate-2-burn-vm" | kv/agent.heartbeat.reviewer.surrogate-2-burn-vm | agent.heartbeat.reviewer.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:33.741198Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"reviewer\", \"state\": \"working\", \"cycle_n\": 290, \"processed\": 243}" | null | operator | 2026-06-28T09:03:33.910888+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.dev-10.surrogate-2-burn-vm" | kv/agent.heartbeat.dev-10.surrogate-2-burn-vm | agent.heartbeat.dev-10.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:35.850794Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"dev-10\", \"state\": \"working\", \"cycle_n\": 153, \"processed\": 135}" | null | operator | 2026-06-28T09:03:36.010971+00:00 | [
"kv"
] | null |
kv | "autoscale.pitch.poll_sec" | kv/autoscale.pitch.poll_sec | autoscale.pitch.poll_sec | "{\"poll_sec\": 60, \"depth\": 2, \"ts\": \"2026-06-28T09:03:37.257627Z\"}" | null | operator | 2026-06-28T09:03:37.75927+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.security-review.surrogate-2-burn-vm" | kv/agent.heartbeat.security-review.surrogate-2-burn-vm | agent.heartbeat.security-review.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:36.457357Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"security-review\", \"state\": \"idle\", \"cycle_n\": 834, \"processed\": 834, \"last_cycle_sec\": 31.8}" | null | operator | 2026-06-28T09:03:37.864354+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.axentx-ai-ecosystem-news-daemon.surrogate-2-burn-vm" | kv/agent.heartbeat.axentx-ai-ecosystem-news-daemon.surrogate-2-burn-vm | agent.heartbeat.axentx-ai-ecosystem-news-daemon.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:37.757784Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"axentx-ai-ecosystem-news-daemon\", \"state\": \"working\", \"cycle_n\": 72, \"processed\": 0}" | null | operator | 2026-06-28T09:03:38.058927+00:00 | [
"kv"
] | null |
kv | "autoscale.product-spawner.poll_sec" | kv/autoscale.product-spawner.poll_sec | autoscale.product-spawner.poll_sec | "{\"poll_sec\": 10, \"depth\": 6, \"ts\": \"2026-06-28T09:03:37.961369Z\"}" | null | operator | 2026-06-28T09:03:38.362424+00:00 | [
"kv"
] | null |
kv | "autoscale.product-synthesizer.poll_sec" | kv/autoscale.product-synthesizer.poll_sec | autoscale.product-synthesizer.poll_sec | "{\"poll_sec\": 300, \"depth\": 0, \"ts\": \"2026-06-28T09:03:38.457530Z\"}" | null | operator | 2026-06-28T09:03:38.662313+00:00 | [
"kv"
] | null |
kv | "demand.qa" | kv/demand.qa | demand.qa | "{\"hungry\": true, \"ts\": \"2026-06-28T09:03:38.689808Z\", \"host\": \"surrogate-2-burn-vm\"}" | null | operator | 2026-06-28T09:03:38.812818+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.qa.surrogate-2-burn-vm" | kv/agent.heartbeat.qa.surrogate-2-burn-vm | agent.heartbeat.qa.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:38.872057Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"qa\", \"state\": \"idle\", \"cycle_n\": 807, \"processed\": 137, \"idle_streak\": 7}" | null | operator | 2026-06-28T09:03:39.038284+00:00 | [
"kv"
] | null |
kv | "autoscale.feature-synthesizer.poll_sec" | kv/autoscale.feature-synthesizer.poll_sec | autoscale.feature-synthesizer.poll_sec | "{\"poll_sec\": 300, \"depth\": 0, \"ts\": \"2026-06-28T09:03:38.665141Z\"}" | null | operator | 2026-06-28T09:03:39.158959+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.dev-7.surrogate-2-burn-vm" | kv/agent.heartbeat.dev-7.surrogate-2-burn-vm | agent.heartbeat.dev-7.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:39.566545Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"dev-7\", \"state\": \"working\", \"cycle_n\": 159, \"processed\": 138}" | null | operator | 2026-06-28T09:03:39.672103+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.axentx-axentx-ai-paper-citation-graph-daemon-daemon.surrogate-2-burn-vm" | kv/agent.heartbeat.axentx-axentx-ai-paper-citation-graph-daemon-daemon.surrogate-2-burn-vm | agent.heartbeat.axentx-axentx-ai-paper-citation-graph-daemon-daemon.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:39.271429Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"axentx-axentx-ai-paper-citation-graph-daemon-daemon\", \"state\": \"idle\", \"cycle_n\": 72, \"processed\": 0, \"idle_streak\": 72}" | null | operator | 2026-06-28T09:03:39.888923+00:00 | [
"kv"
] | null |
kv | "autoscale.feature-builder.poll_sec" | kv/autoscale.feature-builder.poll_sec | autoscale.feature-builder.poll_sec | "{\"poll_sec\": 300, \"depth\": 0, \"ts\": \"2026-06-28T09:03:39.162194Z\"}" | null | operator | 2026-06-28T09:03:39.959328+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.business.surrogate-2-burn-vm" | kv/agent.heartbeat.business.surrogate-2-burn-vm | agent.heartbeat.business.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:39.963083Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"business\", \"state\": \"idle\", \"cycle_n\": 417, \"processed\": 417, \"last_cycle_sec\": 488.8}" | null | operator | 2026-06-28T09:03:40.359937+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.ux.surrogate-2-burn-vm" | kv/agent.heartbeat.ux.surrogate-2-burn-vm | agent.heartbeat.ux.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:40.376806Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"ux\", \"state\": \"working\", \"cycle_n\": 408, \"processed\": 407}" | null | operator | 2026-06-28T09:03:40.48857+00:00 | [
"kv"
] | null |
kv | "autoscale.commit.poll_sec" | kv/autoscale.commit.poll_sec | autoscale.commit.poll_sec | "{\"poll_sec\": 300, \"depth\": 0, \"ts\": \"2026-06-28T09:03:40.058843Z\"}" | null | operator | 2026-06-28T09:03:40.571982+00:00 | [
"kv"
] | null |
memory | 108211 | memory/108211 | 5 provider(s) auth-failed | Likely rotated/revoked tokens:
- Cerebras
- Groq
- Together
- Keyless-Pollinations
- Keyless-G4F-Groq | surrogate-2-burn-vm | llm-health-watchdog | 2026-06-28T09:05:48.160604+00:00 | [
"auth-fail",
"surrogate-2-burn-vm"
] | {} |
memory | 108212 | memory/108212 | 608 projects starving | {
"saas-saver": {
"depth": 0,
"keywords": [
"finops",
"Finance teams, including CFOs, procurement leads, and SaaS-savvy founders in mid-size firms",
"Pytest",
"Poetry",
"Python"
],
"since": "2026-06-28T09:05:22.457575Z"
},
"rural-ortho-link": {
"depth": 0,
"ke... | surrogate-2-burn-vm | starvation-watcher | 2026-06-28T09:06:26.260616+00:00 | [
"starvation-watcher",
"surrogate-2-burn-vm"
] | {} |
memory | 108213 | memory/108213 | backlog updated: 5 items, top: Enhance Auto-healer Capabilities | {"opportunities": [{"rank": 1, "title": "Enhance Auto-healer Capabilities", "evidence": "The auto-healer fixed 50 incidents in the past 24 hours, indicating a significant number of recurring issues.", "target_project": "infra-upgrade", "estimated_value": "high", "estimated_effort": "M", "next_step": "PM should conduct ... | surrogate-2-burn-vm | data-analyst | 2026-06-28T09:07:35.762555+00:00 | [
"data-analyst",
"surrogate-2-burn-vm"
] | {} |
memory | 108214 | memory/108214 | prd: 20260618-173917-bluesky-need-a-t stuck — age=2075s | surrogate-2-burn-vm | stuck-detector | 2026-06-28T09:07:42.459609+00:00 | [
"stuck",
"prd",
"needs-attention"
] | {} | |
memory | 108215 | memory/108215 | prd: 20260615-065304-se-deep-serverfa stuck — age=6399s | surrogate-2-burn-vm | stuck-detector | 2026-06-28T09:07:43.210948+00:00 | [
"stuck",
"prd",
"needs-attention"
] | {} | |
memory | 108216 | memory/108216 | prd: 20260615-212530-mastodon-#devops stuck — age=5793s | surrogate-2-burn-vm | stuck-detector | 2026-06-28T09:07:43.959904+00:00 | [
"stuck",
"prd",
"needs-attention"
] | {} | |
memory | 108217 | memory/108217 | prd: 20260614-211815-devto-aws-bbddf4 stuck — age=6220s | surrogate-2-burn-vm | stuck-detector | 2026-06-28T09:07:44.461397+00:00 | [
"stuck",
"prd",
"needs-attention"
] | {} | |
memory | 108218 | memory/108218 | prd: 20260615-080817-se-deep-dba-mysq stuck — age=2920s | surrogate-2-burn-vm | stuck-detector | 2026-06-28T09:07:45.266008+00:00 | [
"stuck",
"prd",
"needs-attention"
] | {} | |
memory | 108219 | memory/108219 | business processed 425 items (this process, cycle#426) | host=surrogate-2-burn-vm role=business cycle=426 avg_cycle_sec=115.87 | surrogate-2-burn-vm | business | 2026-06-28T09:09:23.467545+00:00 | [
"agent-experience",
"business",
"surrogate-2-burn-vm"
] | {} |
memory | 108220 | memory/108220 | polling | surrogate-2-burn-vm | axentx-cve-ai-mitigation-daemon | 2026-06-28T09:11:57.361318+00:00 | [] | {} | |
memory | 108221 | memory/108221 | ## 1. Problem Statement
Recruiters, hiring managers, and career‑transition professionals increasingly struggle to **understand what skills are actually in demand** and how that demand is shifting over time.
- **Hiring teams** lack a da | surrogate-2-burn-vm | indeed_job_trends | 2026-06-28T09:12:08.763417+00:00 | [] | {} | |
memory | 108222 | memory/108222 | 608 projects starving | {
"saas-saver": {
"depth": 0,
"keywords": [
"finops",
"Finance teams, including CFOs, procurement leads, and SaaS-savvy founders in mid-size firms",
"Pytest",
"Poetry",
"Python"
],
"since": "2026-06-28T09:11:28.759936Z"
},
"rural-ortho-link": {
"depth": 0,
"ke... | surrogate-2-burn-vm | starvation-watcher | 2026-06-28T09:12:31.660255+00:00 | [
"starvation-watcher",
"surrogate-2-burn-vm"
] | {} |
memory | 108223 | memory/108223 | prd processed 525 items (this process, cycle#525) | host=surrogate-2-burn-vm role=prd cycle=525 avg_cycle_sec=103.67 | surrogate-2-burn-vm | prd | 2026-06-28T09:13:00.079563+00:00 | [
"agent-experience",
"prd",
"surrogate-2-burn-vm"
] | {} |
memory | 108224 | memory/108224 | reviewer processed 250 items (this process, cycle#301) | host=surrogate-2-burn-vm role=reviewer cycle=301 avg_cycle_sec=985.55 | surrogate-2-burn-vm | reviewer | 2026-06-28T09:13:02.074792+00:00 | [
"agent-experience",
"reviewer",
"surrogate-2-burn-vm"
] | {} |
knowledge | "project-truth/query-craft" | project-truth/query-craft | query-craft (truth): Query Craft is a Python library for refining and generating SQL queries, used by developers needing SQL automation. | {"one_liner": "Query Craft is a Python library for refining and generating SQL queries, used by developers needing SQL automation.", "what_it_actually_is": "Query Craft is a Python-based tool designed to assist in the creation and optimization of SQL queries. It provides functions and methods within its source code to ... | null | knowledge-curator | 2026-06-28T09:05:08.462733+00:00 | [
"project-truth"
] | {
"stage": "early",
"category": "sql-tool",
"language_of_repo": "en"
} |
knowledge | "project-truth/query-track" | project-truth/query-track | query-track (truth): A minimal Python utility that creates an issue and generates documentation for it. | {"one_liner": "A minimal Python utility that creates an issue and generates documentation for it.", "what_it_actually_is": "The repository contains a small Python package with two public functions: `create_issue` which writes a simple issue record to a local file or in-memory structure, and `generate_documentation` whi... | null | knowledge-curator | 2026-06-28T09:10:01.06031+00:00 | [
"project-truth"
] | {
"stage": "skeleton",
"category": "devtools",
"language_of_repo": "en"
} |
kv | "agent.heartbeat.axentx-ai-ecosystem-news-daemon.surrogate-2-burn-vm" | kv/agent.heartbeat.axentx-ai-ecosystem-news-daemon.surrogate-2-burn-vm | agent.heartbeat.axentx-ai-ecosystem-news-daemon.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:03:42.357578Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"axentx-ai-ecosystem-news-daemon\", \"state\": \"idle\", \"cycle_n\": 72, \"processed\": 0, \"idle_streak\": 72}" | null | operator | 2026-06-28T09:03:43.062542+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_47340079" | kv/hn_ai_post_47340079 | hn_ai_post_47340079 | "{\"title\": \"Don't post generated/AI-edited comments. HN is for conversation between humans\", \"url\": \"https://news.ycombinator.com/newsguidelines.html#generated\", \"created_at\": \"2026-03-11T19:29:29Z\"}" | null | operator | 2026-06-28T09:04:07.064839+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_39526057" | kv/hn_ai_post_39526057 | hn_ai_post_39526057 | "{\"title\": \"Airfoil\", \"url\": \"https://ciechanow.ski/airfoil/\", \"created_at\": \"2024-02-27T16:32:49Z\"}" | null | operator | 2026-06-28T09:04:07.759124+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.dev-6.surrogate-2-burn-vm" | kv/agent.heartbeat.dev-6.surrogate-2-burn-vm | agent.heartbeat.dev-6.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:04:07.768157Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"dev-6\", \"state\": \"working\", \"cycle_n\": 149, \"processed\": 135}" | null | operator | 2026-06-28T09:04:08.06109+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_41046773" | kv/hn_ai_post_41046773 | hn_ai_post_41046773 | "{\"title\": \"Open source AI is the path forward\", \"url\": \"https://about.fb.com/news/2024/07/open-source-ai-is-the-path-forward/\", \"created_at\": \"2024-07-23T15:08:41Z\"}" | null | operator | 2026-06-28T09:04:08.463658+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_44163063" | kv/hn_ai_post_44163063 | hn_ai_post_44163063 | "{\"title\": \"My AI skeptic friends are all nuts\", \"url\": \"https://fly.io/blog/youre-all-nuts/\", \"created_at\": \"2025-06-02T21:09:53Z\"}" | null | operator | 2026-06-28T09:04:09.260604+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.dev-35.surrogate-2-burn-vm" | kv/agent.heartbeat.dev-35.surrogate-2-burn-vm | agent.heartbeat.dev-35.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:04:09.378753Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"dev-35\", \"state\": \"working\", \"cycle_n\": 155, \"processed\": 135}" | null | operator | 2026-06-28T09:04:09.567625+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_46990729" | kv/hn_ai_post_46990729 | hn_ai_post_46990729 | "{\"title\": \"An AI agent published a hit piece on me\", \"url\": \"https://theshamblog.com/an-ai-agent-published-a-hit-piece-on-me/\", \"created_at\": \"2026-02-12T16:23:24Z\"}" | null | operator | 2026-06-28T09:04:09.864093+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_38544729" | kv/hn_ai_post_38544729 | hn_ai_post_38544729 | "{\"title\": \"Gemini AI\", \"url\": \"https://deepmind.google/technologies/gemini/\", \"created_at\": \"2023-12-06T15:03:47Z\"}" | null | operator | 2026-06-28T09:04:10.759214+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_48153379" | kv/hn_ai_post_48153379 | hn_ai_post_48153379 | "{\"title\": \"I believe there are entire companies right now under AI psychosis\", \"url\": \"https://twitter.com/mitchellh/status/2055380239711457578\", \"created_at\": \"2026-05-15T20:26:47Z\"}" | null | operator | 2026-06-28T09:04:11.162189+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_47136179" | kv/hn_ai_post_47136179 | hn_ai_post_47136179 | "{\"title\": \"IDF killed Gaza aid workers at point blank range in 2025 massacre: Report\", \"url\": \"https://www.dropsitenews.com/p/israeli-soldiers-tel-sultan-gaza-red-crescent-civil-defense-massacre-report-forensic-architecture-earshot\", \"created_at\": \"2026-02-24T12:16:45Z\"}" | null | operator | 2026-06-28T09:04:11.858799+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_48292224" | kv/hn_ai_post_48292224 | hn_ai_post_48292224 | "{\"title\": \"I'm Tired of Talking to AI\", \"url\": \"https://orchidfiles.com/im-tired-of-ai-generated-answers/\", \"created_at\": \"2026-05-27T10:43:25Z\"}" | null | operator | 2026-06-28T09:04:12.669539+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_41392128" | kv/hn_ai_post_41392128 | hn_ai_post_41392128 | "{\"title\": \"Bypassing airport security via SQL injection\", \"url\": \"https://ian.sh/tsa\", \"created_at\": \"2024-08-29T15:53:08Z\"}" | null | operator | 2026-06-28T09:04:13.270119+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_41386319" | kv/hn_ai_post_41386319 | hn_ai_post_41386319 | "{\"title\": \"Air Con: $1697 for an on/off switch\", \"url\": \"https://blog.hopefullyuseful.com/blog/advantage-air-ezone-tablet-diy-repair/\", \"created_at\": \"2024-08-29T01:28:01Z\"}" | null | operator | 2026-06-28T09:04:13.667607+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_48085821" | kv/hn_ai_post_48085821 | hn_ai_post_48085821 | "{\"title\": \"Local AI needs to be the norm\", \"url\": \"https://unix.foo/posts/local-ai-needs-to-be-norm/\", \"created_at\": \"2026-05-10T17:19:28Z\"}" | null | operator | 2026-06-28T09:04:14.170124+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_17022963" | kv/hn_ai_post_17022963 | hn_ai_post_17022963 | "{\"title\": \"Google Duplex: An AI System for Accomplishing Real World Tasks Over the Phone\", \"url\": \"https://ai.googleblog.com/2018/05/duplex-ai-system-for-natural-conversation.html\", \"created_at\": \"2018-05-08T17:51:44Z\"}" | null | operator | 2026-06-28T09:04:15.266542+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_48019219" | kv/hn_ai_post_48019219 | hn_ai_post_48019219 | "{\"title\": \"Google Chrome silently installs a 4 GB AI model on your device without consent\", \"url\": \"https://www.thatprivacyguy.com/blog/chrome-silent-nano-install/\", \"created_at\": \"2026-05-05T07:34:55Z\"}" | null | operator | 2026-06-28T09:04:15.860101+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_18249755" | kv/hn_ai_post_18249755 | hn_ai_post_18249755 | "{\"title\": \"Paper Airplane Designs\", \"url\": \"https://www.foldnfly.com/\", \"created_at\": \"2018-10-18T16:34:52Z\"}" | null | operator | 2026-06-28T09:04:16.462091+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_44972151" | kv/hn_ai_post_44972151 | hn_ai_post_44972151 | "{\"title\": \"AWS CEO says using AI to replace junior staff is 'Dumbest thing I've ever heard'\", \"url\": \"https://www.theregister.com/2025/08/21/aws_ceo_entry_level_jobs_opinion/\", \"created_at\": \"2025-08-21T12:53:16Z\"}" | null | operator | 2026-06-28T09:04:17.060659+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_42910910" | kv/hn_ai_post_42910910 | hn_ai_post_42910910 | "{\"title\": \"The young, inexperienced engineers aiding DOGE\", \"url\": \"https://www.wired.com/story/elon-musk-government-young-engineers/\", \"created_at\": \"2025-02-02T19:12:13Z\"}" | null | operator | 2026-06-28T09:04:17.559546+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_48511908" | kv/hn_ai_post_48511908 | hn_ai_post_48511908 | "{\"title\": \"Open source AI must win\", \"url\": \"https://opensourceaimustwin.com/?share=v2\", \"created_at\": \"2026-06-13T02:14:24Z\"}" | null | operator | 2026-06-28T09:04:18.159945+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_37021160" | kv/hn_ai_post_37021160 | hn_ai_post_37021160 | "{\"title\": \"Zoom terms now allow training AI on user content with no opt out\", \"url\": \"https://explore.zoom.us/en/terms/\", \"created_at\": \"2023-08-06T12:15:51Z\"}" | null | operator | 2026-06-28T09:04:18.962994+00:00 | [
"kv"
] | null |
kv | "hn_ai_post_47679121" | kv/hn_ai_post_47679121 | hn_ai_post_47679121 | "{\"title\": \"Project Glasswing: Securing critical software for the AI era\", \"url\": \"https://www.anthropic.com/glasswing\", \"created_at\": \"2026-04-07T18:09:34Z\"}" | null | operator | 2026-06-28T09:04:19.360582+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.axentx-axentx-hackernews-ai-tech-daemon.surrogate-2-burn-vm" | kv/agent.heartbeat.axentx-axentx-hackernews-ai-tech-daemon.surrogate-2-burn-vm | agent.heartbeat.axentx-axentx-hackernews-ai-tech-daemon.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:04:19.863344Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"axentx-axentx-hackernews-ai-tech-daemon\", \"state\": \"idle\", \"cycle_n\": 157, \"processed\": 0, \"idle_streak\": 157}" | null | operator | 2026-06-28T09:04:20.664444+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.axentx-cloud-native-ai-benchmark-daemon.surrogate-2-burn-vm" | kv/agent.heartbeat.axentx-cloud-native-ai-benchmark-daemon.surrogate-2-burn-vm | agent.heartbeat.axentx-cloud-native-ai-benchmark-daemon.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:04:33.781384Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"axentx-cloud-native-ai-benchmark-daemon\", \"state\": \"idle\", \"cycle_n\": 73, \"processed\": 0, \"idle_streak\": 73}" | null | operator | 2026-06-28T09:04:34.259888+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.dev-40.surrogate-2-burn-vm" | kv/agent.heartbeat.dev-40.surrogate-2-burn-vm | agent.heartbeat.dev-40.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:04:37.282277Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"dev-40\", \"state\": \"working\", \"cycle_n\": 157, \"processed\": 141}" | null | operator | 2026-06-28T09:04:37.40055+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.dev-18.surrogate-2-burn-vm" | kv/agent.heartbeat.dev-18.surrogate-2-burn-vm | agent.heartbeat.dev-18.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:04:41.868740Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"dev-18\", \"state\": \"working\", \"cycle_n\": 155, \"processed\": 136}" | null | operator | 2026-06-28T09:04:41.980469+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.dev-39.surrogate-2-burn-vm" | kv/agent.heartbeat.dev-39.surrogate-2-burn-vm | agent.heartbeat.dev-39.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:04:45.373225Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"dev-39\", \"state\": \"working\", \"cycle_n\": 155, \"processed\": 137}" | null | operator | 2026-06-28T09:04:45.569555+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.docs.surrogate-2-burn-vm" | kv/agent.heartbeat.docs.surrogate-2-burn-vm | agent.heartbeat.docs.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:04:54.957443Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"docs\", \"state\": \"working\", \"cycle_n\": 244, \"processed\": 64}" | null | operator | 2026-06-28T09:04:55.360321+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.dev-15.surrogate-2-burn-vm" | kv/agent.heartbeat.dev-15.surrogate-2-burn-vm | agent.heartbeat.dev-15.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:05:22.612470Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"dev-15\", \"state\": \"working\", \"cycle_n\": 161, \"processed\": 146}" | null | operator | 2026-06-28T09:05:22.744849+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.dev-23.surrogate-2-burn-vm" | kv/agent.heartbeat.dev-23.surrogate-2-burn-vm | agent.heartbeat.dev-23.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:05:33.767572Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"dev-23\", \"state\": \"working\", \"cycle_n\": 166, \"processed\": 152}" | null | operator | 2026-06-28T09:05:33.874199+00:00 | [
"kv"
] | null |
kv | "llm.providers.health" | kv/llm.providers.health | llm.providers.health | "{\"ts\": \"2026-06-28T09:05:46.460084Z\", \"host\": \"surrogate-2-burn-vm\", \"summary\": \"working=7/29 (48%) [rate=7 pay=7 auth=5 down=3 missing=0]\", \"counts\": {\"WORKING\": 7, \"RATE_LIMITED\": 7, \"AUTH_FAIL\": 5, \"PAYMENT\": 7, \"DOWN\": 3, \"NOT_CONFIGURED\": 0}, \"working_pct\": 48.275862068965516, \"provid... | null | operator | 2026-06-28T09:05:46.962499+00:00 | [
"kv"
] | null |
kv | "llm.long_cooldowns" | kv/llm.long_cooldowns | llm.long_cooldowns | "{\"ts\": \"2026-06-28T09:05:47.057454Z\", \"host\": \"surrogate-2-burn-vm\", \"providers\": [{\"provider\": \"HF-Router-HF_TOKEN\", \"status\": \"PAYMENT\", \"until_ts\": 1782641147}, {\"provider\": \"HF-Router-HF_TOKEN_PRO_WRITE\", \"status\": \"PAYMENT\", \"until_ts\": 1782641147}, {\"provider\": \"HF-Router-HF_TOKE... | null | operator | 2026-06-28T09:05:47.291145+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.llm-health-watchdog.surrogate-2-burn-vm" | kv/agent.heartbeat.llm-health-watchdog.surrogate-2-burn-vm | agent.heartbeat.llm-health-watchdog.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:05:48.762378Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"llm-health-watchdog\", \"state\": \"idle\", \"cycle_n\": 107, \"processed\": 0, \"idle_streak\": 107}" | null | operator | 2026-06-28T09:05:49.761004+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.biz-trend-asia.surrogate-2-burn-vm" | kv/agent.heartbeat.biz-trend-asia.surrogate-2-burn-vm | agent.heartbeat.biz-trend-asia.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:06:15.664767Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"biz-trend-asia\", \"state\": \"idle\", \"cycle_n\": 624, \"processed\": 41, \"idle_streak\": 27}" | null | operator | 2026-06-28T09:06:16.261947+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.axentx-reddit-dev-ama-daemon.surrogate-2-burn-vm" | kv/agent.heartbeat.axentx-reddit-dev-ama-daemon.surrogate-2-burn-vm | agent.heartbeat.axentx-reddit-dev-ama-daemon.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:06:27.668604Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"axentx-reddit-dev-ama-daemon\", \"state\": \"working\", \"cycle_n\": 20, \"processed\": 0}" | null | operator | 2026-06-28T09:06:27.962483+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.dev-20.surrogate-2-burn-vm" | kv/agent.heartbeat.dev-20.surrogate-2-burn-vm | agent.heartbeat.dev-20.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:07:10.982136Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"dev-20\", \"state\": \"working\", \"cycle_n\": 159, \"processed\": 144}" | null | operator | 2026-06-28T09:07:11.081554+00:00 | [
"kv"
] | null |
kv | "agent.heartbeat.dev-22.surrogate-2-burn-vm" | kv/agent.heartbeat.dev-22.surrogate-2-burn-vm | agent.heartbeat.dev-22.surrogate-2-burn-vm | "{\"ts\": \"2026-06-28T09:07:13.759421Z\", \"host\": \"surrogate-2-burn-vm\", \"role\": \"dev-22\", \"state\": \"working\", \"cycle_n\": 158, \"processed\": 141}" | null | operator | 2026-06-28T09:07:13.869198+00:00 | [
"kv"
] | null |
kv | "trend.rising_keywords" | kv/trend.rising_keywords | trend.rising_keywords | "[]" | null | operator | 2026-06-28T09:07:15.062614+00:00 | [
"kv"
] | null |
kv | "trend.forecasts" | kv/trend.forecasts | trend.forecasts | "[{\"is_real_trend\": false, \"confidence\": 20, \"horizon_months\": 3, \"revenue_potential\": 30, \"business_angle\": \"Develop tools for tech communities migrating to Mastodon, focusing on integration and management solutions.\", \"blue_ocean_th\": false, \"first_mover_window_days\": 60, \"reason_kill\": \"The sudden... | null | operator | 2026-06-28T09:07:15.773436+00:00 | [
"kv"
] | null |
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