6 min read
Bun Rewrites 535K Lines of Zig to Rust in 11 Days Using Claude
Bun rewrote 535K lines of Zig to Rust in 11 days with Claude. What the port fixed, what it cost, and what HN thinks it means for LLM-assisted code migration.
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8 min read
ChatGPT Work and Codex Now Share One Desktop App: What Actually Changed
OpenAI is consolidating its desktop apps, not merging ChatGPT and Codex into one indistinguishable product. Here is how ChatGPT Work, Codex, and GPT-5.6 fit together.
7 min read
GLM 5.2 Matches Human Bookkeeper Accuracy on UK VAT Returns - With Some Caveats
GLM 5.2 UK VAT return benchmark: how the model handled 59 transactions with near-human bookkeeper accuracy, where it erred, and why HN focused on liability.
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8 min read
GPT-5.6 Sol, Terra, and Luna: A Developer's Guide to OpenAI's New Model Family
A practical guide to choosing GPT-5.6 Sol, Terra, and Luna, using programmatic tool calling, caching, and the multi-agent beta in production.
5 min read
Grok 4.5: xAI Releases Cursor-Trained Coding Model at $2/M Input Tokens
Grok 4.5 coding model from xAI, trained on Cursor data: $2/M input pricing, benchmarks near Opus 4.7, the CursorBench caveat, and the Hacker News reaction.
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9 min read
Headless AI Coding Agents in CI: Claude Code, Codex CLI, Gemini CLI, and opencode Compared
Headless AI coding agents in CI compared: Claude Code, Codex CLI, Gemini CLI, and opencode on invocation flags, sandboxing, auth, and output formats.
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14 min read
Langfuse vs Braintrust vs Helicone: Agent Tracing Tools in 2026
Langfuse vs Braintrust vs Helicone, plus LangSmith and Arize Phoenix: 2026 pricing tiers, self-host options, agent-trace features, and OpenTelemetry support.
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10 min read
Ollama vs LM Studio vs vLLM vs llama.cpp: Picking a Local Runtime for Coding Agents
Ollama vs LM Studio vs vLLM vs llama.cpp for coding agents: what each local runtime is for, where they overlap, and which to pick for your setup.
9 min read
MCP Clients Compared: How to Pick a Host for 2026
Claude Code, Claude Desktop, Cursor, VS Code, Zed, and opencode all speak MCP differently. Here is how their transport, auth, and tool-limit support compares.
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8 min read
Meta Muse Image: What Developers Can Actually Use Today
Meta Muse Image is live in Meta AI but has no public model API. What the launch confirms, what is still preview-only, and how developers should evaluate it.
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7 min read
Meta Muse Spark 1.1 Developer Guide: First Paid Meta API for Agentic Tasks
Meta Muse Spark 1.1 developer guide: Meta's first paid model API, with 1M-token context, OpenAI-compatible endpoints, pricing and setup for agentic tasks.
5 min read
Meta Launches Muse Spark 1.1: A Closed-Weights Agentic Model with Aggressive Pricing
Meta Muse Spark 1.1 is Meta's first paid, closed-weights API model, with $1.25/M input tokens and 1M context. The pricing, benchmarks and HN debate.
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