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Large Language ModelsAI Coding AssistantsAI Safety & AlignmentZenn AI/MLPublished: Oct 12, 2026, 10:00 JST

PlanGate article: switch AI sessions by work boundary, not usage

PlanGate article: switch AI sessions by work boundary, not usage

3 Key Points

  1. What happened

    A Zenn write-up on PlanGate argues you should split Claude Code or Codex sessions at work boundaries, not at usage thresholds, and resume from a source-of-truth file updated each phase.

  2. Why it matters

    Anthropic's engineering blog is cited saying "compaction isn't sufficient" for long-running agents, and the author's own handoff notes and index files went stale, so summaries alone look unreliable.

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Context & Analysis

The piece is built on two named failure records from the author's own repositories. In April 2026, a one-off handoff.md written at task completion twice reached the next session in an unfinished state, on 2026-04-24 and 2026-04-26, and a retrospective noted the same problem had appeared on 2026-04-24 without the fix sticking. In September 2026, all three premises in a handoff memo turned out to be wrong: 12 of 13 items listed as awaiting a decision had already been closed 13 days earlier, a stated ordering constraint was reversed, and two issues described as linked had no such link outside a body-text reference.

The author also reports that a source-of-truth file is not immune. A PlanGate index file, INDEX.md, drifted from reality three times inside a single session on 2026-07-31, tracked in issue #945: after plan approval it still read as awaiting approval, after a re-edit it still read as approved when re-approval was needed, and after execution it read as a clean pass when the result was a conditional pass with a warning. The fix was to add a rule requiring updates at every phase change rather than only at creation.

A separate record, issue #1061 from 2026-08-12, describes an orchestrator AI dropping a timeout detail it had just written from a delegation message; the worker then stalled for 600 seconds. This is tied to an absent mechanism for enforcing the delegation procedure, not to the choice between summaries and state files. Its prescribed reading order for a new session is the entry index, then current state, then details only when a specific question exists, and it notes that without PlanGate the same routine reduces to maintaining a single current-state file and pointing new sessions at it.

FAQ
What is the difference between a source of truth and a handoff document?
The source of truth is defined as the place for current state and decisions, updated while work is in progress. A handoff document is written at the end of work as an entry point for the next person or session.
How much did the author test the benefits?
The author states that the claimed benefits, such as fewer confused decisions and fewer mid-work splits, are hypotheses and were not measured.

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