37 lines
1.2 KiB
Markdown
37 lines
1.2 KiB
Markdown
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# Sprint 70 Plan: Autonomous Improvement Loop (Guardrailed)
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## Context
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With full telemetry, benchmarks, and governance in place, Sprint 70 introduces a
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guardrailed autonomous improvement loop for adapter quality.
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---
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## Goals
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1. Propose adapter/policy improvements from observed failures
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2. Validate proposals in sandboxed benchmark cycles
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3. Require explicit promotion approval for production adoption
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4. Track improvement ROI and rollback health
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---
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## Steps
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### Step 929: Improvement proposal generator from failure trends (12 tests)
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### Step 930: Sandbox trial runner for proposals (10 tests)
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### Step 931: Trial evaluation rubric (quality/risk/cost) (10 tests)
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### Step 932: Promotion gate for accepted proposals (10 tests)
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### Step 933: Auto-rollback trigger design for degraded proposals (10 tests)
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### Step 934: Improvement ROI tracker (8 tests)
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### Step 935: `whetstone_propose_adapter_improvements` MCP tool (8 tests)
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### Step 936: `whetstone_run_improvement_trial` MCP tool (8 tests)
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### Step 937: Continuous improvement program summary artifact (8 tests)
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### Step 938: Sprint 70 integration summary + regression (8 tests)
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---
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## Safety Rule
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- Autonomous changes cannot bypass human approval into Stable-tier pathways.
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