Blog

A Go document converter that renders pages and reads them visually, an offensive-security skill library for Claude agents, an offline terminal AI-text detector, a deterministic agent-workflow graph, and a Swift/Metal runtime that runs 80B-parameter models on an iPhone.

A PocketFlow-based agentic workflow engine with composable loop primitives, checkpoint/resume, and a git-ref remote lifecycle. Scored 62/100, the highest teardown so far.

A Rust document parser spanning nine formats, a zero-dep SVG icon morpher, a Bluetooth phone finder, a Codex skill for editorial photo abstraction, and a benchmark harness for testing agents against offline SaaS replicas.

A multi-tenant agent harness with an admitted sandbox gap, a voice coding agent that survives disconnects, a role-pinned delivery workflow shipped half-built, distillx's own plugin ecosystem turned inward, and a desktop app that turns recordings into agent skills.

Five repos trending on GitHub, run through a deterministic readiness scan and a five-persona engineering panel. Scores, gaps, and the one idea from each worth stealing.

Read the SWE-bench family side by side and it stops being a scoreboard and starts reading like a manual for getting better results at lower cost. The catch: changing the model is the last and smallest lever.

A 400 on one of our own sessions, and what it taught us about downrouting between models: keep the body valid on the target, beat the cache you give up, and pick a safe moment to be cheap.

We tabulated one ordinary afternoon of prefex compression across four specialized compactors. Every lossy byte is recoverable. Here are the receipts.