Week of Jun 15
concepts · youtube
ReadHow To Approach Your AI Evals
Hamel Husain · Jun 21
Hamel Husain on how to actually approach AI evals — the verification half of a loop. Anchor of his 4-video eval series (Jun 2026). Evals are what make loops converge.
concepts · youtube
ReadDon't Build More AI Agents Until You Watch This
Nate B Jones · Jun 21
Nate B. Jones argues against agent-sprawl: loops and orchestration over building more individual agents. The case for designing fewer, better-connected loops instead of proliferating agents.
Week of Jun 8
concepts · youtube
ReadAI Agent Loops vs Human-in-the-Loop
Greg Isenberg · Jun 14
AI agent loops allow AI systems to operate autonomously without human prompting at each step, unlike human-in-the-loop where humans direct each iteration. While industry leaders like Boris and Peter advocate for autonomous loops, Professor Ras Mic argues human-in-the-loop remains superior for most use cases unless you have unlimited resources.
Week of May 11
resources · youtube
ReadEngineers, DELETE the BASH Tool: Agentic Security
IndyDevDan · May 11
Argues that the Bash tool inside Claude Code (and most agent harnesses) is a ticking time bomb: prompt injection or a single bad prompt can escalate to destroying production. Walks through concrete sandboxing patterns to remove or constrain Bash while preserving capability.