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Zero-dependency Python tooling: Veritas-Harness for tamper-evident agent replay and EvalGuard for LLM eval regression gates. I chase bugs CI cannot see.
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Achievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: Quickdraw

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CJstate/README.md

CJstate

CJstate — live mission board: merged PRs, contributions, project reach

Currently typing

Backend engineer focused on Go infrastructure and LLM tooling. I work mainly on Prometheus (CNCF), Kubernetes tooling, and Python ML infrastructure — and I run Windows as a daily driver, which is how I keep running into the bugs that never show up on Linux CI.

Stack: Go · Python · Kubernetes · Docker · Prometheus · GitHub Actions

Open source

Merged pull requests only, with the defect each one removed. Withdrawn and still-open PRs are deliberately omitted: I would rather show the fixes that actually shipped than the ones still in review.

Project PR What it fixed
nvm-sh/nvm #3915 nvm --help printed the set-colors legend as literal escape sequences instead of rendering it in color.
klauspost/compress #1302 gzip.Reader.WriteTo stored a destination write error in z.err, which doubles as the end-of-stream marker, so a failed write was mistaken for a clean end of stream and the CRC/trailer check was silently skipped. Writer errors are now wrapped so they stay distinct from io.EOF. Two sibling fixes in the same package followed: #1303 (s2 keeps ErrCorrupt) and #1304 (flate keeps the reader failed after a short write).
k8sgpt-ai/k8sgpt #1845 Findings already known to an operator had no way to be silenced, so every analysis re-reported them. Added an exclusions config key with a content hash and expiry, applied before the AI call and in server mode, with the muted count reported so a mute cannot silently swallow findings.
juanfont/headscale #3650 Pre-0.23 databases without a migrations table were migrated blindly; now they are rejected with a clear error instead of being corrupted.
pranshuparmar/witr #242 The root main.go was a tracked symlink. Git for Windows checks symlinks out as plain text, so go build failed on a real clone while CI stayed green. Replaced it with a real entry point and added a lint guard for tracked symlinks.
dagucloud/dagu #3554 mark_success was ignored for non-retryable exit codes, so marked steps still failed the workflow.
dagucloud/dagu #3578 Regenerated llms.txt and added a CI check that keeps it in sync with the skills tree.
k8sgpt-ai/k8sgpt-operator #855 Added tolerations to the K8sGPT CRD and Helm chart so the controller can schedule on tainted nodes.
bmf-san/ggc #542 The config and command test suites relied on Unix-only exec mocks; they now pass on Windows.

Most of my fixes start from a failure I hit locally: a Windows checkout that will not compile, a GBK locale that mangles a template file, a timestamp that drifts by a few nanoseconds. I reproduce it, write the failing test first, and open the PR only after the affected suites, vet and formatting are all green.

Activity

Live GitHub metrics: merged PRs, contributions, projects reached

Contribution snake eating the real contribution graph

Projects

Veritas-Harness

A coding-agent runtime you can audit. Every tool call, model reply and MCP request lands in a hash-chained JSONL log; veritas replay verifies the chain, re-runs the tools, and diffs each fresh result by SHA-256 — a run is verified, not trusted.

  • 141 tests, zero runtime dependencies, CI matrix Linux / Windows / macOS × Python 3.10–3.13
  • Built for real Windows environments: UTF-8 → GBK → Latin-1 fallback, BOM and CRLF preserved
  • Includes a tamper demo that edits a session and shows replay rejecting it before any tool executes

EvalGuard

Turns lm-evaluation-harness output into a CI verdict. Given before / after result files, it decides whether a benchmark actually regressed: a relative threshold plus a standard-error band, not "the third decimal went down, turn the build red".

  • 107 tests, zero runtime dependencies (dependencies = [])
  • Ships an offline demo where MMLU stays inside the noise band and GSM8K correctly fails the gate

Contact

[email protected]

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