Projects

The lab's integrated agentic coding rig

A governed rig for AI coding agents: 8 thin scripts, zero daemons, a cross-family code-review gate where a different model family reviews every diff, git-versioned agent memory, and human-only merges. Currently in private beta.

Bash, Python · MIT · v5 (2026-10-07)

The rules layer for AI-written code

Open-source project (MIT). Versions 1–4 (2025–2026) were an agentic development environment — 215+ MCP tools at the v4 peak. Since v5 it is rig-lite: a portable bash-only governance kit for any repo and any coding agent.

Shell, Python · MIT · v5.2.0 (2026-10-07)

Interactive Rust project generator

A cargo subcommand that generates Rust projects from templates with optional features — pick a project type (binary, library, API server, …) through prompts and get a ready-to-run scaffold.

Rust · Apache-2.0 · v0.1.6 (2026-08-24)

Zero-config Rust cryptography

A cargo subcommand making common crypto operations — hashing, encryption, key handling — usable without hand-writing ring or RustCrypto boilerplate. Zero config, sensible defaults.

Rust · Apache-2.0 · v0.2.3 (2026-08-25)

High-throughput secret scanner for CI

A fast regex-based secret scanner built for CI pipelines: scans diffs and trees for API keys, tokens, and credentials, and fails the pipeline when it finds one.

Rust · MIT · v0.2.3 (2026-08-24)

Network packet monitor with threat detection

A Matrix-style network packet monitor for the terminal: live capture or pcap replay, protocol and hostname insight, flow tracking, scan/flood detection, and a JSON mode for scripts.

Rust · MIT · v0.2.9 (2026-08-24)

Kubernetes network diagnostics from the CLI

Tells you what is broken in a Kubernetes network and which object is responsible, and answers "can A reach B?" from the policy objects without sending a packet.

Rust · MIT · v0.1.1 (2026-08-24)

Fast file hashing CLI with progress

A fast CLI for calculating SHA256, SHA1, and MD5 hashes of files, with progress indication, colored output, and streaming support for large files.

Rust · MIT · v0.1.0 (2025-07-04)

Agentic loop runner for Claude Code

Turns a one-line goal into an iterative loop that drives headless Claude Code (claude -p) until a termination contract trips — with a hard iteration cap, an optional verify gate, and a BLOCKED escape hatch.

Rust · MIT · v0.2.0 (2026-08-24)

Code-intelligence engine for AI coding agents

A single-binary, blazing-fast code-intelligence engine: indexes any repository into a precise, queryable structural graph for symbol summaries and blast-radius queries.

Rust · Apache-2.0 · v0.3.0 (2026-10-01)

Safe, auditable agentic sysadmin tool

An agentic system-administration tool in Rust driving an Investigate-Plan-Approve-Act loop: read-only observation, a proposed plan, explicit operator approval, then execution under a deny-by-default policy engine with a hash-chained audit log.

Rust · MIT · v0.1.0 (2026-06-13)

Agent that heals routine Ansible failures

Watches an Ansible pipeline, diagnoses the failures it understands, patches the offending inventory, playbooks, or vars, commits the fix, and re-runs — for a small set of well-understood failure classes.

Python · MIT · v0.2.0 (2026-09-30)

Pre-purchase AI-readiness diagnostic

Stress-tests your actual enterprise systems — ERP, CRM, warehouse — before you commit to an AI purchase, turning "are we ready?" from an opinion into a measured report with schema, middleware, and readiness findings.

Python · MIT · v0.1.0 (2026-06-27)