6 min read
Cloudflare Temporary Accounts: Let Agents Deploy Without OAuth Flows
Cloudflare temporary accounts let AI agents run wrangler deploy --temporary to ship Workers, D1 and KV without OAuth flows, then hand a human a claim URL.
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Deep dives into AI agents, coding tools, and building with LLMs.
1194 articles844 topics
8 min read
Cloudflare Now Lets AI Agents Deploy Workers Without Signup
Cloudflare's wrangler deploy --temporary flag gives AI agents an ephemeral account to deploy Workers with no OAuth or browser, plus a claim link to keep it.
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7 min read
Where to Run GLM-5.2 Free and Cheap: Providers Compared
GLM-5.2 is an MIT-licensed open-weights coding model. Cheapest routes: OpenRouter hosts from about $0.36 per million input tokens, Z.ai's API, or self-host.
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6 min read
GPT-5.5 Has a 3x Higher Hallucination Rate Than MIT-Licensed GLM-5.2
GPT-5.5 hallucinates 86% of the time on AA-Omniscience when it does not know, versus 28% for MIT-licensed GLM-5.2. What the metric measures and why it matters.
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6 min read
LLM Architectures Got Complicated Fast
LLM architectures got complicated: MoE routing, mixed attention variants and integrated vision encoders replaced the simple transformer. What changed and why.
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16 min read
The Definitive Guide to Loop Engineering in Claude Code and Codex
Loop engineering in Claude Code and Codex - when to use a goal, loop or routine, the real commands, production patterns and two failure modes that burn money.
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11 min read
The Router Era: Why Not Owning a Frontier Model Became an Advantage
Model routers turn having no single winning model into an advantage: how routing works, why open weights and neoclouds make it cheap, and the counter-argument.
8 min read
How to Track SEC Filings and Insider Trades (and What Each Form Actually Means)
How to track SEC filings and insider trades: what 10-K, 10-Q, 8-K, Form 4 and 13D filings tell you, how to read insider activity, and a free live feed.
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8 min read
DuckDB Internals: What Makes It So Fast
DuckDB internals explained: columnar storage, vectorized execution and an in-process design that let it rival costly clusters on a laptop, plus what HN says.
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5 min read
Three Ways to Ignore Files in Git (Beyond .gitignore)
Most developers only know .gitignore, but Git offers two other ignore mechanisms for local workflows and machine-wide patterns. Here's when to use each.
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8 min read
GitHub Copilot Agent Finder: What ARD Means for Third-Party AI Tools in 2026
GitHub Copilot Agent Finder discovers and invokes MCP servers, skills and agents like Claude and Codex. How the open ARD spec changes AI tool integration.
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9 min read
MCP Goes Stateless: The 2026-07-28 Migration Guide
MCP 2026-07-28 spec migration guide: sessions and the initialize handshake are gone. What changed, what breaks, and how to move your MCP servers to stateless.
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