Every processed story in chronological order, with the newest coverage first. Filter by tag, source, or score to drill in.
The video documents a practitioner's firsthand shift from manual agent orchestration to fully automated agent loops, illustrating a concrete change in how agentic coding workflows are structured in practice.
The framework concretely names the constructs — evidence lane, loop contract, side-effect guard — whose absence causes agents to hallucinate or falsely claim task completion when tool calls fail.
Developers building long-running coding agents can adopt this staged reduction pattern — budget tool results first, compact last — to avoid prompt overflow, cache degradation, and broken message structure without paying the cost of full summarization on every turn.