Stop OCRing Every PDF: Route It First with pdf-inspector
OCR is often the most expensive and slowest step in a document-ingestion pipeline. The frustrating part is that many PDFs already contain usable tex…
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COBOL to Rust Migration - A UK Enterprise Guide 2026
Rust is an increasingly popular COBOL migration target for organisations that want both memory safety and high performance without a garbage collect…
636 Bytes: What Happens When You Stop Teaching RPA the Path
I sat in a room with a very large automation system and a very familiar problem: it had become fragile. The language came quickly. DOM. Timestamps.…
Parallel coding agents without the carnage
We build GPTree with several coding agents working the same repository at once: Claude Code, Codex, and Cursor, each in its own git worktree. The fa…
🕊️ "Just F***ing use Go". On explicit insult & implicit snobbism, and why we must collectively change
Sometimes, the structural tensions within an industry come to a head and manifest as human conflicts: we must take a step back and recognize that vi…
Building a Wait-Free Queue in Rust
There is a point in systems programming where concurrency stops being about “running things at the same time” and starts becoming a conversation abo…
Portrait Clip, a local Windows app for vertical clips
Portrait Clip is a Windows app that takes a landscape recording and reframes it for TikTok, Shorts, and Reels. MIT. Local only. No account, no water…
Designing an AI Evidence Gateway: Durable WAL, Portable MMR Proofs, and Bounded Formal Checks
AI gateways are often discussed as routing layers: authenticate a caller, apply policy, forward a request, and record what happened. For higher-assu…
Designing an AI Evidence Gateway: Durable WAL, Portable MMR Proofs, and Bounded Formal Checks
AI gateways are often discussed as routing layers: authenticate a caller, apply policy, forward a request, and record what happened. For higher-assu…
Lively Merge | Collaborative programming kernels
This aims to emulate projects like lively kernel or Squeak/Smalltalk Comments
My Validation Layer Was Correctly Deleting 16% of My Good Data
Originally published at ai.bedvibe.studio . I built a real-time tracker in Rust — about two thousand lines — that reads a live ADS-B feed, keeps a K…
Your codex exec is wasting ~900 ms per turn. I measured where.
I spent a weekend rebuilding the JavaScript harness of OpenAI's Codex CLI on Bun. I expected a runtime story. I got an architecture story — and one…
We nearly published a 2x regression that didn't exist
We were about to ship a performance write-up claiming three queries had gotten 2-4x slower. All three numbers were wrong, and the reason is one ever…
Proof-of-Antiquity vs Proof-of-Stake: Why Hardware Diversity Beats Wealth Concentration
When Satoshi Nakamoto designed Bitcoin's Proof-of-Work consensus, the goal was simple: one CPU, one vote. What actually happened was very different.…
When Python is Too Slow
Python is a perfect language for Agile development, where requirements might change on the go. Especially if you are in a startup business, you will…
Nova Pallas/Vesta in the kernel: how IONA OS does recursive proofs without trusted setup
Most blockchains verify transactions one by one. IONA Protocol verifies thousands at once — inside the kernel, using recursive SNARKs. I've been bui…
Oh-My-Pi's Hash-Anchored Edits: How a Terminal Agent Avoids the \\\\\\\"Replace Entire File\\\\\\\" Trap
Most coding agents fail at scale because they replace entire files when making small edits. One misaligned line number or stale context window and t…
I Built a 10 MB GPU-Accelerated Terminal in Rust + Metal
A few days ago, I released Metalterm , a new native terminal emulator for macOS built with Rust and Metal . https://metalterm.dev/ Yes, another term…
Windows silently stops delivering WH_KEYBOARD_LL hook events when a Chromium window has focus (and the diagnostic hook hides it)
I ship a push-to-talk dictation app for Windows ( VocalCode ). Hold a key, talk, release, text appears at the cursor. The "hold a key" part is a low…