6 min read
Write Code Like a Human Will Maintain It - The AI Era Debate
Write code like a human will maintain it: why AI-generated shortcuts teach future models bad patterns, and what the HN debate suggests for keeping quality up.
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Deep dives into AI agents, coding tools, and building with LLMs.
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8 min read
Apple Sues OpenAI Over Alleged Trade Secret Theft
Apple sues OpenAI over alleged trade secret theft: what the complaint says about former employees Tang Tan and Chang Liu, the hardware angle, and HN reactions.
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6 min read
Colibri: Run GLM 5.2 on a 32GB Laptop With Disk Streaming
A solo developer built a 1,300-line C inference engine that runs the 744B GLM 5.2 model on consumer hardware by streaming routed experts from disk.
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5 min read
Good Tools Are Invisible: Why Your Favorite Editor Might Be Holding You Back
Ginger Bill argues that the best tools disappear during use - and that celebrating workarounds is a sign your tool has failed you.
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5 min read
GPT-5.6 Sol Ultra Produces Proof of the Cycle Double Cover Conjecture
GPT-5.6 Sol Ultra proof of the Cycle Double Cover Conjecture: what OpenAI claims, the prompt it used, and why mathematicians are still verifying the result.
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7 min read
Mitchell Hashimoto on Building Ghostty in Zig: Simplicity, Control, and Terminal Performance
Mitchell Hashimoto on building Ghostty in Zig: why he chose Zig over Rust, how the GPU-first terminal is architected, and what Hacker News made of it.
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7 min read
Scarf Drops Haskell After 7 Years - LLMs Changed the Calculus
Scarf moves from Haskell to Python after 7 years: why LLM-driven development made compile times a bottleneck, how the migration worked, and the HN debate.
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6 min read
Tencent Hy3: A 295B Open MoE That Punches Above Its Weight
Tencent's Hy3 ships 295B parameters but activates only 21B per token, matching flagship performance at flash-tier pricing under Apache 2.0.
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8 min read
Vera Shows Agent Safety Needs Test Oracles, Not Vibes
A new Vera paper tests Codex, Claude Code, OpenClaw, and Hermes with executable safety cases. The useful lesson is not panic. It is evidence-grounded agent QA.
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9 min read
AI Agent Eval Tools Compared: Braintrust vs Promptfoo vs DeepEval
AI agent eval tools compared - Braintrust, Langfuse, Promptfoo, DeepEval, Ragas, and OpenAI Evals on offline vs online evals, LLM-as-judge, CI, and datasets.
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5 min read
Does Your Codebase Pattern Determine AI Output Quality? HN Debates the Economics of Rewrites
Does codebase pattern consistency drive AI output quality? The case that it makes rewrites economical, and why HN pushed back on maintainability and evidence.
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12 min read
AI Test Generation Tools Compared 2026: Which One Actually Catches Bugs
AI test generation tools compared for coding agents: what they generate, where they fit in your workflow, and how to avoid tests that encode the bug.
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