Jaival SaijaDevOps Engineer · AI Automation
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Jaival Saija.
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Series · 4 parts so far

jobhunt-agent releases

What each release of my daily job-search routine changes, and why.

The repo ↗
Start here · the setup guide, kept currentSetting up jobhunt-agent, my daily job-search routine
  1. 1 Nov 2026Part 47 min read

    jobhunt-agent v1.0.0: updates I can trust, and a brief I can answer

    v1.0.0 updates only to tagged releases, stamps the engine and model on everything it writes, keeps a local git history of my workspace, and lets me steer it with commands like `why <job>` and a checklist I tick in the daily brief.

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  2. 31 Oct 2026Part 38 min read

    jobhunt-agent v0.5.0: no number in a letter without a source

    v0.5.0 refuses to build a cover letter with a number or a tool my own files don't back up, writes each application in a fresh helper that holds only that one job, and moves the workflows I ask for by name into skills.

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  3. 30 Oct 2026Part 27 min read

    jobhunt-agent v0.4.0: scores I can measure, from an agent that never reads the ad

    v0.4.0 records an eval baseline on 33 labelled job ads, hands every ad to a reader that has no tools to misuse, and replaces the fit score the model picked with a rubric and a formula. German-level agreement went from 24 to 31 of 33.

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  4. 26 Oct 2026Part 17 min read

    jobhunt-agent v0.3.0: limits for an agent that reads strangers' text

    My daily job-search routine runs unattended and reads job ads written by people I don't know. v0.3.0 adds permission rules and a guard hook that hold even if an ad talks the agent into something, and stops the search from losing jobs.

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