Notes on giving agents a memory.

Why per-tool memory keeps failing teams, what provenance actually buys you, and how cross-agent context behaves once it is shared rather than copied.

AI · August 18, 2026

Best AI orchestration platform for product teams

What changed in 2025–2026 and how to pick the best AI workflow orchestration platform for product teams, with concrete trade-offs and governance calls.

Shared memory · July 30, 2026

Why your agents keep forgetting, and what actually fixes it

Every coding agent has memory. None of them share it. Here is why per-tool memory keeps failing teams, and what a shared, sourced memory changes in practice.