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2h ago · 16 min read · A working AI agent that can read files, search the web, and execute multi-step tasks takes exactly 30 minutes to build from scratch. Not a demo. Not a toy. A production-capable agent with proper error handling, tool use, and a deployment path. This t...
Join discussion6h ago · 11 min read · Meta just made every small model on the market look obsolete. Muse Spark, released April 8, 2026 by Meta Superintelligence Labs, is the first model to demonstrate that a deliberately compact architecture can match or beat frontier models that cost 10...
Join discussion14h ago · 9 min read · Every developer using the Claude API faces the same dilemma. Opus 4.6 is measurably better at complex reasoning and ambiguous decision-making, but it costs significantly more per token than Sonnet or Haiku. Running everything through Opus is expensiv...
Join discussion18h ago · 12 min read · Building a working AI agent takes a weekend. Keeping it running reliably in production takes months. Every developer who has shipped an agent beyond a demo eventually collides with the same wall: the sandbox container crashes, the session state evapo...
Join discussion22h ago · 9 min read · On April 3, 2026, Microsoft released the Agent Governance Toolkit — the first open-source framework to address all 10 OWASP Agentic AI risks with deterministic, sub-millisecond policy enforcement. If you are building autonomous agents in 2026, this i...
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