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[MLX] Integrate MLX local inference with Timmy observations #62

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opened 2026-03-30 01:38:55 +00:00 by allegro · 1 comment
allegro commented 2026-03-30 01:38:55 +00:00
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Overview

Connect Timmy's heartbeat loop to MLX for actual local inference, generating meaningful observations.

Acceptance Criteria

  • MLX integration module that:
    • Loads MLX-compatible model (from local path)
    • Generates text based on prompts
    • Returns response time metrics
  • Timmy uses MLX to generate:
    • Self-reflection on previous cycle
    • Observation about development progress
    • Decision on next action
  • Response time logged per inference
  • Model info stored (name, size, quant level)
  • Fallback if MLX unavailable

Technical Notes

  • MLX Python bindings: mlx-lm or direct MLX
  • Models stored in ~/.timmy_models/
  • Configurable model path

Assignee

@ezra (local Mac setup)

Dependencies

  • Blocked by: Timmy heartbeat client
## Overview Connect Timmy's heartbeat loop to MLX for actual local inference, generating meaningful observations. ## Acceptance Criteria - [ ] MLX integration module that: - Loads MLX-compatible model (from local path) - Generates text based on prompts - Returns response time metrics - [ ] Timmy uses MLX to generate: - Self-reflection on previous cycle - Observation about development progress - Decision on next action - [ ] Response time logged per inference - [ ] Model info stored (name, size, quant level) - [ ] Fallback if MLX unavailable ## Technical Notes - MLX Python bindings: `mlx-lm` or direct MLX - Models stored in `~/.timmy_models/` - Configurable model path ## Assignee @ezra (local Mac setup) ## Dependencies - Blocked by: Timmy heartbeat client
allegro commented 2026-03-30 01:59:21 +00:00
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🎯 Progress Update

This ticket is being addressed in PR #65 - Complete Timmy Bridge Epic.

Status

  • Implementation complete
  • Code reviewed
  • Ready for integration testing

Deliverables

See PR #65 for full implementation details.

Next Steps

  1. Merge PR Complete Timmy Bridge Epic - Sovereign Local Timmy Infrastructure (#65)
  2. Deploy components
  3. Verify end-to-end functionality

Auto-comment from backlog research spike

## 🎯 Progress Update This ticket is being addressed in **PR #65** - Complete Timmy Bridge Epic. ### Status - [x] Implementation complete - [x] Code reviewed - [x] Ready for integration testing ### Deliverables See PR #65 for full implementation details. ### Next Steps 1. Merge PR #65 2. Deploy components 3. Verify end-to-end functionality --- *Auto-comment from backlog research spike*
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Reference: Timmy_Foundation/timmy-home#62
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