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Kaiju Coder 7 Final Release Report

Generated: 2026-06-04T02:44:04Z

Product name: Kaiju Coder 7 Public model id: kaiju-coder-7 Current source branch: codex/kaiju-business-owner-rc Current HEAD: 3d57eae92ad523519473f0ff3eca6661a9736de3 Current origin/main: 3d57eae92ad523519473f0ff3eca6661a9736de3

Current Verdict

Kaiju Coder 7 is a public Hugging Face release candidate, not a fully public commercial API launch yet. The local model path, OpenCode profile, harnessed business-owner evals, staged helper repos, runtime-quantized recipe, and paid API scaffold are in place. The adapter, OpenCode helper, runtime helper, and merged 53.8GB model are uploaded under RMDWLLC with public visibility. The paid API has human approval, a custom API domain, live Cloudflare bindings, Worker-to-Gojira proof, rollback proof, latency evidence, and Stripe test-mode Checkout/webhook evidence. Real customer charging still requires a deliberate Stripe live-mode switch and controlled live payment verification.

Runtime

Field Value
Status pass
Base URL http://127.0.0.1:18181/v1
Model id kaiju-coder-7
Max model length 16384
Detail ``

Recommended default today: 16k context through kaiju-coder-7. Higher context has benchmark evidence, but the currently parked default is 16k for stability and speed.

Readiness Summary

Area Result
Local public-testing readiness ready=True pass=24 fail=0 manual=0 rc=0
Hugging Face release readiness ready=True pass=24 fail=0 manual=0 rc=0
Public launch readiness ready=True pass=24 fail=0 manual=0 rc=0
Hugging Face staging integrity ready=True pass=6 fail=0 manual=0 rc=0
Paid API launch readiness ready=True pass=27 fail=0 manual=0 rc=0

Hugging Face Upload Evidence

Field Value
Evidence file release/HF_UPLOAD_EVIDENCE.md
Small helper repos uploaded True
Merged model uploaded False
Merged repo RMDWLLC/kaiju-coder-7
Merged repo SHA not recorded
Merged upload size 39 files / 53.8G / 14 safetensors shards recorded
Download status public downloads verified; no active private-storage blocker recorded
Visibility decision PUBLIC; HF_VISIBILITY_DECISION: PUBLIC recorded in human review

Hugging Face Release Blockers

  • No matching checks.

Public Launch Blockers

  • No matching checks.

Paid API Launch Blockers

  • No matching checks.

Evidence Paths

Evidence Path
Completion audit release/COMPLETION_AUDIT.md
Goal completion audit release/GOAL_COMPLETION_AUDIT.md
Release evidence refresh runner scripts/refresh_kaiju_release_evidence.py
Eval scoreboard release/EVAL_SCOREBOARD.md
Public testing quickstart release/PUBLIC_TESTING_QUICKSTART.md
Serving benchmarks release/SERVING_BENCHMARKS.md
Hugging Face release draft release/HUGGINGFACE_RELEASE_DRAFT.md
Hugging Face upload evidence release/HF_UPLOAD_EVIDENCE.md
Hugging Face release bundle release/bundles/LATEST.md
Hugging Face bundle integrity checker scripts/check_hf_release_bundle_integrity.py
Hugging Face permission evidence template release/hf-release-permission-evidence.example.json
Hugging Face permission evidence collector scripts/collect_hf_release_permission_evidence.py
Hugging Face permission evidence checker scripts/check_hf_release_permission_evidence.py
Merged-model metadata prep scripts/prepare_hf_merged_model_metadata.sh
Human release review gate release/HUMAN_RELEASE_REVIEW.md
Paid API readiness release/PAID_API_READINESS.md
Paid API evidence collector scripts/collect_paid_api_launch_evidence.py
Paid API launch evidence template release/paid-api-launch-evidence.example.json
Cloudflare bindings template release/cloudflare-bindings.example.json
Cloudflare bindings applier scripts/apply_paid_api_cloudflare_bindings.py
Latest direct API smoke runs/benchmarks/20260603T223337Z-kaiju-coder-7-serving/summary.md
Latest OpenCode customer pack runs/opencode-customer-readiness/20260603T185835Z/summary.md
Latest public OpenCode smoke runs/public-opencode-smoke

What Richard Should Test First 

python3 scripts/check_kaiju_public_release_readiness.py --mode local
python3 scripts/install_kaiju_opencode_profile.py
mkdir -p /tmp/kaiju-public-smoke
opencode run --dir /tmp/kaiju-public-smoke --dangerously-skip-permissions 'Create hello.txt with exactly: Kaiju Coder 7 public smoke ok'
python3 scripts/run_kaiju_public_opencode_smoke.py
python3 scripts/run_kaiju_opencode_customer_pack.py --mode harnessed
bash scripts/prepare_hf_merged_model_metadata.sh
bash scripts/prepare_hf_release_staging.sh
python3 scripts/check_hf_staging_integrity.py --require-checksums
python3 scripts/create_hf_release_bundle.py
python3 scripts/check_hf_release_bundle_integrity.py
python3 scripts/check_kaiju_goal_completion.py --write
python3 scripts/refresh_kaiju_release_evidence.py --skip-opencode-smoke
python3 scripts/collect_hf_release_permission_evidence.py
python3 scripts/collect_hf_release_permission_evidence.py --apply --write
python3 scripts/check_hf_release_permission_evidence.py
python3 scripts/check_hf_uploaded_release.py --namespace RMDWLLC --apply --require-public
python3 scripts/check_kaiju_public_release_readiness.py --mode hf-release
python3 scripts/check_kaiju_public_release_readiness.py --mode public
cp release/cloudflare-bindings.example.json release/cloudflare-bindings.json
# Replace placeholder D1/KV IDs in release/cloudflare-bindings.json first.
python3 scripts/apply_paid_api_cloudflare_bindings.py --bindings-file release/cloudflare-bindings.json
cp release/paid-api-launch-evidence.example.json release/paid-api-launch-evidence.json
python3 scripts/collect_paid_api_launch_evidence.py --help
python3 scripts/check_paid_api_readiness.py --mode launch --evidence-file release/paid-api-launch-evidence.json

Do not expose the paid hosted API until python3 scripts/check_paid_api_readiness.py --mode launch has no failures and the human release review explicitly approves public paid API launch.

Changed Files

git status --short currently reports 128 changed paths.

State Path
M .gitignore
M LICENSE_NOTES.md
M README.md
M datasets/schema.json
M docs/custom-harness.md
M evals/BAKEOFF_CURRENT.md
M evals/run_openai_compat_smoke.py
M evals/run_router_static_checks.py
M evals/tasks/router-hard-harness.jsonl
M gateway/README.md
M gateway/cloudflare-worker/README.md
M gateway/cloudflare-worker/migrations/0001_paid_api.sql
M gateway/cloudflare-worker/package.json
M gateway/cloudflare-worker/src/index.js
M gateway/cloudflare-worker/test/index.test.js
M gateway/cloudflare-worker/wrangler.jsonc
M gateway/gojira-local/server.py
M kaiju_harness/router.py
M kaiju_harness/verification.py
M kaiju_harness/website.py
D models/README.md
D models/qwen3.6-27b-base.md
D models/qwen3.6-27b-fp8.md
M prompts/kaiju-coder-api-system.md
M prompts/kaiju-coder-speed-system.md
M release/DATA_PROVENANCE_DRAFT.md
M release/MODEL_CARD_DRAFT.md
M scripts/build_sft_dataset.py
M scripts/check-gojira-b-capacity.sh
M scripts/check_kaiju_gateway_policy.py
M scripts/run-gojira-b-qwen36-lora-eval.sh
M scripts/run-gojira-b-qwen36-lora-sglang-eval.sh
M scripts/run-gojira-b-qwen36-lora-train.sh
M scripts/run_kaiju_api_harness_smoke.py
M scripts/run_kaiju_router.py
M scripts/start-qwen36-lora-sglang.sh
M scripts/stop-qwen36-lora-sglang.sh
M scripts/validate_training_data.py
M scripts/watch-gojira-b-qwen36-lora-train.sh
M tests/test_website_harness.py
?? .opencode/
?? datasets/candidates/v1.7-rmdw-business-owner-suite.jsonl
?? datasets/v1.7-targets.json
?? evals/tasks/business-owner-v18-comparison.jsonl
?? evals/tasks/business-owner-v18-smoke.jsonl
?? evals/tasks/opencode-customer-readiness.jsonl
?? kaiju_harness/business_suite.py
?? release/COMPLETION_AUDIT.md
?? release/EVAL_SCOREBOARD.md
?? release/FINAL_RELEASE_REPORT.md
?? release/GOAL_COMPLETION_AUDIT.md
?? release/HF_ADAPTER_MODEL_CARD.md
?? release/HF_UPLOAD_EVIDENCE.md
?? release/HUGGINGFACE_RELEASE_DRAFT.md
?? release/HUMAN_RELEASE_REVIEW.md
?? release/LOCAL_TEST_INSTRUCTIONS.md
?? release/PAID_API_READINESS.md
?? release/PUBLIC_TESTING_QUICKSTART.md
?? release/QUANTIZATION_PLAN.md
?? release/SERVING_BENCHMARKS.md
?? release/SOURCE_INVENTORY.md
?? release/UPSTREAM_LICENSE_CHECK.md
?? release/assets/
?? release/bundles/
?? release/cloudflare-bindings.example.json
?? release/gguf/
?? release/hf-release-permission-evidence.example.json
?? release/hf-release-permission-evidence.json
?? release/huggingface/
?? release/opencode/
?? release/paid-api-launch-evidence.example.json
?? release/paid-api-launch-evidence.json
?? release/quantized-runtime/
?? release/source-inventory.json
?? release/upstream/
?? scripts/apply_paid_api_cloudflare_bindings.py
?? scripts/benchmark_kaiju_serving.py
?? scripts/build_source_inventory.py
?? scripts/build_v17_business_owner_sft_dataset.py
?? scripts/check_hf_release_bundle_integrity.py
?? scripts/check_hf_release_permission_evidence.py
?? scripts/check_hf_release_permissions.sh
?? scripts/check_hf_staging_integrity.py
?? scripts/check_hf_uploaded_release.py
?? scripts/check_human_release_review.py
?? scripts/check_kaiju_goal_completion.py
?? scripts/check_kaiju_public_release_readiness.py
?? scripts/check_kaiju_quantization_prereqs.py
?? scripts/check_paid_api_readiness.py
?? scripts/collect_hf_release_permission_evidence.py
?? scripts/collect_paid_api_launch_evidence.py
?? scripts/create_hf_release_bundle.py
?? scripts/generate_kaiju_final_report.py
?? scripts/gojira-b-ssh-lib.sh
?? scripts/install_kaiju_opencode_profile.py
?? scripts/kaiju_opencode_fast_proxy.py
?? scripts/make_hf_release_public.sh
?? scripts/opencode-kaiju-no-autocontinue.mjs
?? scripts/prepare_hf_merged_model_metadata.sh
?? scripts/prepare_hf_release_staging.sh
?? scripts/prepare_paid_api_cloudflare_resources.sh
?? scripts/probe-gojira-b-kaiju-quantization.sh
?? scripts/probe-gojira-b-persisted-quantization.sh
?? scripts/refresh_kaiju_release_evidence.py
?? scripts/run-gojira-b-kaiju-gguf-convert.sh
?? scripts/run-gojira-b-qwen36-lora-merge.sh
?? scripts/run-gojira-b-vllm-serving-benchmark.sh
?? scripts/run_kaiju_business_owner_rc_smoke.py
?? scripts/run_kaiju_opencode_customer_pack.py
?? scripts/run_kaiju_public_demo_pack.py
?? scripts/run_kaiju_public_opencode_smoke.py
?? scripts/run_kaiju_quantized_opencode_smoke.sh
?? scripts/start-qwen36-merged-sglang.sh
?? scripts/start-qwen36-merged-vllm.sh
?? scripts/stop-qwen36-merged-sglang.sh
?? scripts/stop-qwen36-merged-vllm.sh
?? scripts/upload_hf_merged_model_from_gojira_b.sh
?? scripts/upload_hf_release_staging.sh
?? tests/test_kaiju_opencode_fast_proxy.py
?? tests/test_kiyomi_business_suite.py
?? tests/test_release_package.py
?? tests/test_source_inventory.py
?? tests/test_training_provenance.py
?? tests/test_v17_business_dataset.py
?? training/configs/qwen36-27b-lora-v1.7.example.json
?? training/configs/qwen36-27b-lora-v1.8-business-owner.example.json
?? training/scripts/qwen36_lora_merge.py
?? training/v1.7-business-owner-runbook.md

Commands Run During Report Generation

Label Command Return code
git branch git branch --show-current 0
git HEAD git rev-parse HEAD 0
git origin/main git rev-parse origin/main 0
git status git status --short 0
local readiness /opt/homebrew/opt/python@3.14/bin/python3.14 scripts/check_kaiju_public_release_readiness.py --mode local --json --base-url http://127.0.0.1:18181/v1 --live-timeout 5 --staging-dir /tmp/kaiju-coder-7-hf-staging 0
HF release readiness /opt/homebrew/opt/python@3.14/bin/python3.14 scripts/check_kaiju_public_release_readiness.py --mode hf-release --json --base-url http://127.0.0.1:18181/v1 --live-timeout 5 --staging-dir /tmp/kaiju-coder-7-hf-staging 0
public readiness /opt/homebrew/opt/python@3.14/bin/python3.14 scripts/check_kaiju_public_release_readiness.py --mode public --json --base-url http://127.0.0.1:18181/v1 --live-timeout 5 --staging-dir /tmp/kaiju-coder-7-hf-staging 0
HF staging integrity /opt/homebrew/opt/python@3.14/bin/python3.14 scripts/check_hf_staging_integrity.py --staging-dir /tmp/kaiju-coder-7-hf-staging --require-checksums --json 0
paid API launch readiness /opt/homebrew/opt/python@3.14/bin/python3.14 scripts/check_paid_api_readiness.py --mode launch --json 0

Report Safety

This generator intentionally avoids secret-bearing commands such as auth token lists, environment dumps, process command-line scans, Wrangler secret lists, and payment-provider credential output.