# Recent dispatches
[01] 2026-05-02 (8 min read)
The 98% Context Reduction Pattern> Efficient agents do not stuff every tool result into the model context. They keep intermediate state in code, files, and execution environments, then return compact summaries and receipts.
[02] 2026-05-02 (8 min read)
Agent Swarms Need Receipts> GitHub is filling with multi-agent frameworks, skills, and coding harnesses. The useful lesson is not that every team needs a swarm. It is that every agent needs receipts: tests, logs, diffs, and reviewable checkpoints.
[04] 2026-05-02 (7 min read)
Approval Fatigue Is an Agent Security Bug> Manual approval prompts stop protecting users when coding agents ask too often. The better pattern is risk-aware autonomy: safe defaults, narrow deny rules, and approvals only for meaningful changes.
$ dd blog --all - view 194 posts