# 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

```bash
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.