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Deep dives into AI agents, coding tools, and building with LLMs.
1197 articles844 topics
Dario Amodei's 'Policy on the AI Exponential' essay drew fast pushback. A fair roundup of the main critiques and which matter most if they turn out to be right.
Anthropic's model names: Haiku, Sonnet, Opus, then Fable and Mythos. What each tier means, the current model IDs and prices, and which one to pick.
Apache Burr vs LangGraph vs CrewAI compared: what each agent framework does, how they handle state, when each wins, and when to skip frameworks entirely.
Apple's LanguageModel protocol lets iOS and macOS apps swap Claude, Gemini, or local models with one dependency change. What it means for model lock-in.
Best AI coding tools for July 2026, re-ranked after Opus 5 launched at half Fable 5's price and Fable 5 went API-only - pricing, picks and stacks by profile.
Best local coding LLMs in 2026: which models to run on what hardware, how they benchmark, owned hardware versus cloud API costs, and setups by team size.
Claude Code vs Droid compared: two of the most capable terminal-native AI coding agents in 2026 on pricing, model flexibility, multi-agent work and team fit.
Claude Desktop starts a Hyper-V VM using about 1.8 GB of RAM on every Windows launch, even for chat. What the VM does, who it hits, and workarounds that work.
Handle Claude Fable 5 refusals with the fallback API: what a refusal looks like on the wire, three ways to handle it with code, and the billing rules.
Claude Fable 5 access after the June 22 free window closed on Pro, Max, Team and Enterprise plans: what credits cost now and how to control Fable 5 spend.
Claude Fable 5 pricing beyond the $10/$50 per MTok list rate: real cost per task versus Opus 5, Opus 4.8 and Sonnet 5, and when the premium pays off.
Claude Managed Agents added dreaming, outcomes and multi-agent orchestration in 2026. How each primitive works and when to use the three together.
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