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What to build
aggression(turn, params) in src/strategy.py:25-27 is a core scaling function (it scales min_garrison, ships_to_send
fractions, and drives every expansion fleet size via the agg argument ...
afk-sized
proposed
What to build
Add a one-time backfill that resolves direct_url for the existing job backlog (rows where direct_url IS NULL), using
only the free resolution path (existing-source-url promotion + ATS scan ...
automated-ready
What to build
Wire direct-link capture into the existing enrichment pass: make query_ats_api and scrape_careers also return
direct_url/direct_url_confidence (computed from the postings they already fetch), ...
automated-ready
SIA is designed to evolve the weights of large models.
However, these days it’s not hard to rent a GPU and fine-tune dense 7B–32B models. That would be cheaper than running
Tinker.
Would you consider ...
Translation on 2026-06. This is auto created by Translations Pipeline.
Priority: LOW Use case: Channel strip has GNDA (audio ground) shorted to AGND (analog ground) on the EQ Stage. In
mixed-signal designs, ground nets may need to be separate or intentionally merged — this ...
enhancement
What to build
Add job_finder/web/direct_link.py — a pure module (no DB, no network) with the resolution logic for the
direct-source-posting-link feature: classify a URL as an ATS/careers (company-owned) ...
automated-ready
What to build
Add the data-model foundation for the direct-source-posting-link feature: a schema migration adding two nullable columns
to jobs (direct_url, direct_url_confidence), expose them in the JOBS_ALL_COLUMNS ...
automated-ready
Priority: MEDIUM Use case: Channel strip has cases where two labels on the same net have different names (e.g., SIG_COLD
and SIG_COLD_CH2). Need to rename one to match the other, propagating the change ...
enhancement
Priority: HIGH Use case: After detecting shorted nets (#67), automatically remove the wire(s) causing the short. For the
channel strip project, 4 of 6 shorts are caused by accidental wires connecting two ...
enhancement

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