8 min read
Do AI Coding Agents Need Their Own Version Control?
Oak rebuilds version control for AI coding agents with virtual workspaces and branch-per-session flows. Why Git is awkward for agents and what Oak must prove.
Page 59 of 100
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Deep dives into AI agents, coding tools, and building with LLMs.
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8 min read
OpenAI Agent Builder and Evals Are Shutting Down: Move the Agent Stack Into Code
OpenAI Agent Builder, hosted Evals and reusable prompts shut down November 30. A migration plan to the Agents SDK, repo-owned prompts and eval receipts.
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OpenAI Daybreak Shows the AppSec Bottleneck Is Patching, Not Finding
OpenAI Daybreak and Patch the Planet show the agentic AppSec bottleneck is patching. Security agents matter when they ship validated fixes maintainers merge.
7 min read
OpenMontage Shows the Real Future of AI Video: Agents, Not Editors
OpenMontage treats AI video production as a repo-shaped agent workflow - scripts, assets, render pipelines and review loops run by coding agents, not an editor.
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8 min read
Prompt Injection Is Really Role Confusion
Prompt injection is role confusion: models do not reliably tell instructions from tool output, user content or their own reasoning, so better prompts fail.
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7 min read
TikZ Editor Is a WYSIWYG LaTeX Figure Tool Built Almost Entirely by Codex
TikZ Editor is an open-source WYSIWYG editor for LaTeX TikZ figures built almost entirely by Codex. How it works and what HN made of agent-built software.
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6 min read
Unlimited OCR: Baidu's Open-Source Solution for Long Document Parsing
Unlimited OCR is Baidu's open-source vision-language model that parses 100+ page documents in one pass without memory blowup. How it works and when to use it.
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6 min read
VibeThinker-3B: A 3 Billion Parameter Model That Outscores Opus 4.5 on Reasoning
VibeThinker-3B is a 3B parameter reasoning model reporting 94.3% on AIME 2026. What the paper claims, how to run it locally, and what it trades away.
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6 min read
Apertus: Europe's Answer to AI Sovereignty - and Why HN Is Skeptical
Switzerland's fully open foundation model promises transparent training data and EU compliance. The HN crowd has questions about actual performance.
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5 min read
Claude Code's Extended Thinking Is a Summary - What That Means for You
A developer discovered that Claude Code's thinking output is summarized, not the raw reasoning. Here's what Anthropic's docs actually say - and why it matters.
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8 min read
Codex CLI Needs Resource Budgets, Not Just Token Budgets
A trending Codex SQLite WAL bug is a useful warning for every local coding agent: logs, disks, background processes, and telemetry paths need budgets too.
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5 min read
Codex Logging Bug Can Write Terabytes to Your SSD
A Codex CLI SQLite logging bug wrote TRACE logs that could wear out SSDs. What caused it, the merged fixes, and what to check if you run Codex heavily.
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