ai-memory v1.27.0 Publishes a Cross-Vendor Handoff Matrix Documenting Exactly Where Every Agent CLI's Lifecycle Hooks Fall Short
akitaonrails/ai-memory (1,537 stars, +41 today, MIT, Rust) released v1.27.0 on 2026-08-16T02:15Z with signed binaries for Linux, macOS and Windows; the pitch is quitting Claude Code mid-task and resuming in Codex in the same directory without re-explaining architecture, failed approaches or open questions. Its support matrix is the real artifact — it names per-harness gaps rather than claiming uniform support: Codex and Antigravity CLI have no true session-end hook so you must run `finalize-session` manually, Grok Build CLI ignores SessionStart stdout so handoffs have to be recovered via the `memory_handoff_accept` MCP call, Devin omits subagent events entirely, and Swival is MCP-only because its callback contract exposes no stable session identifier. Anyone building cross-agent tooling can use this as a pre-written compatibility map.
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