career-ops vs takt
career-ops: career-ops is a local-first job-search system that runs inside an AI coding CLI such as Claude Code, Codex, Qwen, OpenCode or Grok Build. Paste a job and it checks the posting is still live, scores it 1-5 against your real CV, and drafts an ATS-readable CV, cover letter, application answers and outreach notes. It never submits applications or sends email, has no telemetry, and keeps your data on your machine.; takt: TAKT is an open-source CLI that turns AI coding agents into repeatable workflows defined in YAML: planning, implementation, review, fix loops, human checkpoints, permissions and output contracts. Queued tasks run in isolated worktrees with traceable logs, using Claude Code, Codex, OpenCode, Pi, DeepSeek Harness, Cursor, Copilot CLI or Kiro as providers.
TL;DR
Deciding which job postings are worth applying to
Enforce a review step that coding agents cannot skip
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