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whetstone_RSA/ROADMAP.md
2026-03-31 22:50:40 -06:00

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# Roadmap
## Phase 0: Definition
- Write the project framing and library boundaries.
- Define the bounded gate schema contract.
- Document the WhetstoneDSL case study and current specialist fleet.
## Phase 1: Gate Inventory
- Enumerate candidate gates from WhetstoneDSL.
- Record output vocabulary, input shape, and downstream deterministic executor.
- Split gates into deterministic, specialist, and escalation-first candidates.
## Phase 2: Entropy Baseline
- Define a first-pass gate entropy score.
- Score the initial WhetstoneDSL gate set.
- Identify which gates are plausible at the ~800KB tier and which are not.
## Phase 3: Size Sweep
- Run fixed-data comparisons across multiple model sizes.
- Measure accuracy, calibration, confusion concentration, and latency.
- Produce the first entropy-to-tier baseline table.
## Phase 4: Core Library
- Implement gate schema loading and validation.
- Implement the decision request/response runtime.
- Implement abstain and escalation policies.
- Support pluggable inference backends.
## Phase 5: Whetstone Integration
- Expose WhetstoneDSL gates through the library.
- Replace selected MCP bounded decisions with local specialist calls.
- Log abstentions and misroutes for retraining and gate redesign.
## Phase 6: Hivemind Integration
- Feed gate failure data into Hivemind as entropy evidence.
- Use Hivemind to prioritize which high-entropy gates deserve deterministic tooling.
- Distinguish "needs a bigger model" from "needs a better tool or schema."
## Exit Criteria For Version 0
- At least one reusable gate schema format is stable.
- At least three WhetstoneDSL gates are benchmarked across size tiers.
- A baseline entropy-to-tier recommendation table exists.
- One real application can call the library instead of hard-coding model selection.