News
Why did my benchmark stop at N=22? A debugging story in nine bugs
1+ hour ago (138+ words) Submission for DEV's Summer Bug Smash — Smash Stories track. There was a file in my repo called... Tagged with bugsmash, debugging, ai, python....
My benchmark's Python column was N/A for a year — CPython's 4300-digit limit, and eight other bugs
1+ hour ago (287+ words) Submission for DEV's Summer Bug Smash — Clear the Lineup track. The... Tagged with bugsmash, python, go, debugging....
Behind the Scenes: Secure Prompt Management in react-hook-lab
1+ hour, 30+ min ago (388+ words) As open-source maintainers, we love automation. In our react-hook-lab project, we use automated workflows to help compile release summaries and share updates with the community. Today, we pushed a small, internal maintenance update focused entirely on securing and optimizing our…...
How to Summarize PDFs Programmatically in 2026 (+ a Free No-Code Option)
1+ hour, 49+ min ago (334+ words) You've got a folder of PDFs and you want summaries — not by hand. Here are three approaches that actually work in 2026, roughly from "most control" to "least effort," plus an honest note on when you shouldn't build this at all....
🚀 7 Git Commands Every Developer Should Know (But Most Don't)
1+ hour, 22+ min ago (451+ words) After working with Git every day for years, I realized that most developers only use about 20% of what Git can actually do. Here are 7 Git commands that can save hours of debugging, make collaboration easier, and help you recover from…...
🚀 10 AI Tools Every Developer Should Try in 2026
1+ hour, 22+ min ago (103+ words) Stop coding harder. Start coding... Tagged with ai, claude, chatgpt, gemini....
Find the pauses. Plan the words: audio-description timing from SRT and WebVTT
1+ hour, 51+ min ago (324+ words) Audio-description planning has an awkward scheduling problem before anyone writes a line: where might narration fit, and roughly how many spoken words can each opening carry? Caption files already contain one useful—but incomplete—piece of evidence: timed dialogue occupancy....
agentproto 0.5.0 — credentials, sandboxes, and cost accounting that refuses to lie
1+ hour, 29+ min ago (437+ words) Released 2026-07-08 · npm i -g @agentproto/cli · source · Apache-2.0 0.4 turned the daemon into a supervision surface. 0.5 makes it one you can hand a credential to, run somewhere other than your laptop, and actually measure. 37 packages went out, six of them new. Three…...
Turn redacted HarnessDelta findings into native CI review artifacts
1+ hour, 51+ min ago (330+ words) A specialist check is most useful when its findings arrive where a team already reviews code. For coding-agent configuration, that usually means a SARIF upload, an inline workflow annotation, or a GitLab Code Quality artifact—not another bespoke dashboard. It…...
When fastembed silently rotted my worker: anchor your caches, don't trust /tmp
1+ hour, 22+ min ago (392+ words) My worker just crashed on a research job, and the traceback pointed at a file that should have been there: The stack was ordinary — arq picking up a run_research job, calling into my answer_question, which tries to embed the query. What was…...