65 lines
2.3 KiB
Markdown
65 lines
2.3 KiB
Markdown
# Sprint 29 Plan: Workflow Intelligence + Cost Discipline
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## Context
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Sprint 29 tightens orchestration intelligence around constrained editing:
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better routing, better context bundles, and explicit cost-control policies.
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Primary goals:
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1. Context width minimization without quality regression
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2. Routing confidence calibration for constrained mode
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3. Cost policy enforcement and optimization feedback
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---
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## Phase 29a: Routing and Context Optimization (Steps 544-548)
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### Step 544: Constrained Routing Ruleset Extension (12 tests)
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- Add constrained-mode routing policy variants
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- Promote deterministic/template paths when legal-choice confidence is high
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### Step 545: Context Bundle Minimizer (12 tests)
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- Build minimal sufficient context bundles per taskitem contract
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- Remove irrelevant file/project context from narrow operations
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### Step 546: Confidence Calibration for Constrained Paths (12 tests)
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- Calibrate routing confidence with historical constraint outcomes
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- Penalize paths with repeated post-apply failures
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### Step 547: Cost Policy Guard (12 tests)
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- Enforce per-step and per-workflow token ceilings
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- Require rationale/escalation when exceeding policy
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### Step 548: Phase 29a Integration (8 tests)
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- Lower context budgets with maintained pass rates
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- Cost guard blocks runaway orchestration paths
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---
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## Phase 29b: Optimization Feedback Loops (Steps 549-553)
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### Step 549: Suggestion Engine for Cost Reductions (12 tests)
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- Suggest template substitution, batching, and context narrowing opportunities
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### Step 550: Worker Efficiency Dashboard Data Model (12 tests)
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- Aggregate completion/cost/rejection/latency by worker and task class
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### Step 551: Review-Gate Policy Refinement (12 tests)
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- Reduce unnecessary human escalations while preserving safety/quality
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### Step 552: Cost vs Quality Regression Suite (12 tests)
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- Assert quality does not regress as optimization policies tighten
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### Step 553: Sprint 29 Integration + Summary (8 tests)
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- Routing intelligence and cost controls operate as a coherent policy layer
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---
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## Step & Test Summary
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| Phase | Steps | Tests | Theme |
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|-------|-------|-------|-------|
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| 29a | 544-548 | 56 | Routing/context/cost policy optimization |
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| 29b | 549-553 | 56 | Feedback loops and quality-preserving optimization |
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| **Total** | **544-553** | **~112** | 10 steps |
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