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The guide/mental-models page carries too many mental models and is prose-heavy. Feedback: keep them to the essential
set, less prose and more visuals.
Scope
- Cut from 8 models to the 4 load-bearing ...
Context
The deliverable code-hardening slice of #13481 (Disambiguate Claude wake routes by instance address). This leaf is the
prevention + distinction + detection mechanism — shipped and tested. #13481 ...
ai
architecture
bug
Problem
The current GUI only shows the current state as a bar chart. There is no historical timeline showing how task states
evolve.
Proposal
Add a timeline / Gantt-style view (alongside or toggleable ...
Problem
- No code-coverage reporting in CI (coverage currently ~50% locally).
- docs/contributing.md, docs/Makefile, docs/requirements.txt are empty 0-byte stubs.
- README links to a non-existent ...
Problem
There is no way to get a quantitative summary of captured data — e.g. what fraction of time each task spent
Running/Blocked, or how many state transitions occurred.
Proposal
Add a summary() ...
Problem
TaskStateStore records only an ordered list of states per task (sample index). There are no timestamps, so it is
impossible to reason about when or for how long a task was in a state. CSV export ...
enhancement
Problem
Today the visualizer only works against a real serial port / QEMU TCP socket. There is no way to try the tool, run a
demo, or write end-to-end tests without embedded hardware or a QEMU setup. ...
What happened
30-min soak driver against rapid-mlx serve diffusion-gemma-26b-4bit --port 18761 on M3 Ultra, v0.7.33. Cycle through 8
prompts at max_tokens=256, with every 10th request bumped to max_tokens=1024 ...

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