docs: proposal for Luigi resume enhancements#157
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neoneye merged 2 commits intoPlanExeOrg:mainfrom Mar 7, 2026
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Six concrete improvements based on overnight pipeline runs: - Webhook/event hooks for task completion and failure - Task invalidation CLI with optional cascade - Plan hot-editing with downstream invalidation - Pipeline status command - Per-task timeout configuration - Structured failure log (failures.jsonl) Written from direct experience monitoring Qwen 3.5-35B-A3B runs on Mac Mini M4 Pro.
Second proposal covering the deeper architectural gap: the pipeline treats model failures as terminal events instead of learning opportunities. Six features: 1. Error-feedback retries (show model what it got wrong) 2. Content validation beyond Pydantic (semantic correctness) 3. Adaptive model selection (empirical task-model matrix) 4. Human-in-the-loop gates (pause on consequential decisions) 5. Streaming output monitor (real-time generation visibility) 6. Run comparison (diff outputs between run directories) Core argument: error-feedback retries would make most default='' workarounds unnecessary.
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Six improvements to make pipeline resume faster, safer, and automatable — written from direct overnight pipeline recovery experience.
Proposed features:
failures.jsonl) — low effort, high valueplanexe status)planexe invalidate <TaskName> [--cascade])Each feature described with concrete motivation from real run failures, proposed interface, and example output.
1 file. Docs only.