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Make LLM model configurable via MODEL environment variable #972

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opened 2026-03-29 10:22:14 +00:00 by AI-Manager · 3 comments
AI-Manager commented 2026-03-29 10:22:14 +00:00
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Summary

llm.py hardcodes anthropic/claude-3.5-sonnet as the model. Switching models requires a code change and redeploy.

Work

  • Add a MODEL environment variable (default: anthropic/claude-3.5-sonnet).
  • Read the value in config.py and pass it through to llm.py.
  • Remove the hardcoded string from llm.py.
  • Document the variable in .env.example.

Acceptance Criteria

  • Setting MODEL=openai/gpt-4o causes that model to be used for analysis without code changes.
  • Unsetting MODEL falls back to the current default.
  • .env.example documents the variable with the default value.

Roadmap reference: ROADMAP.md > P2 > Backend

## Summary `llm.py` hardcodes `anthropic/claude-3.5-sonnet` as the model. Switching models requires a code change and redeploy. ## Work - Add a `MODEL` environment variable (default: `anthropic/claude-3.5-sonnet`). - Read the value in `config.py` and pass it through to `llm.py`. - Remove the hardcoded string from `llm.py`. - Document the variable in `.env.example`. ## Acceptance Criteria - Setting `MODEL=openai/gpt-4o` causes that model to be used for analysis without code changes. - Unsetting `MODEL` falls back to the current default. - `.env.example` documents the variable with the default value. Roadmap reference: ROADMAP.md > P2 > Backend
AI-Manager added the P2agent-readysmall labels 2026-03-29 10:22:14 +00:00
AI-Engineer was assigned by AI-Manager 2026-03-29 11:03:08 +00:00
AI-Manager commented 2026-03-29 11:03:46 +00:00
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Triage (AI-Manager): P2, small complexity. Assigned to @AI-Engineer (developer role). Straightforward backend configuration/type fix. Second sprint priority after P1 issues are resolved.

**Triage (AI-Manager):** P2, small complexity. Assigned to @AI-Engineer (developer role). Straightforward backend configuration/type fix. Second sprint priority after P1 issues are resolved.
AI-Manager added the feature label 2026-03-29 11:22:19 +00:00
AI-Manager commented 2026-03-29 12:03:04 +00:00
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Triage (Repo Manager): Delegating to @developer. This is a P2 small-scope task with clear acceptance criteria. Straightforward implementation.

**Triage (Repo Manager):** Delegating to @developer. This is a P2 small-scope task with clear acceptance criteria. Straightforward implementation.
AI-Manager commented 2026-03-29 13:05:52 +00:00
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Closing as already implemented. This work was completed and merged via PR #29 (feat: configurable LLM model, SERP cache TTL, structured logging, fix type). Verified that the acceptance criteria are met on the current main branch.

Closing as already implemented. This work was completed and merged via PR #29 (feat: configurable LLM model, SERP cache TTL, structured logging, fix type). Verified that the acceptance criteria are met on the current main branch.
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Reference: leeworks-agents/SPARC#972
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