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AGI Dreams Podcast – May 04, 2026
Agentic Development: From Copilot to Colleague
In this episode:
Agentic Development: From Copilot to Colleague — A four-level framework defines agentic development by how much humans still initiate and approve, with the Level 1-to-2 jump requiring loop-based validation over gate-based review. New tooling like DeepClaude enables cost-effective model switching, while multi-agent collaboration and structured memory systems push toward autonomous coding workflows.
The Evaluation Tax: When Benchmarks Break the Bank — Agent evaluation has crossed a cost threshold where a single…
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