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The story of career-ops: 740 evaluated, 68 applications, 12 interviews, 1 offer.
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A fleet of Claude Code agents maintains career-ops on evenings and weekends: triage, tests, review briefs and releases.
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Case study: AI job search tool built as a multi-agent system.
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Case study: production LLMOps with agentic observability, 6-layer defense, 71 evals, voice mode, and a closed-loop that generates tests from real failures.
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Case study: omnichannel AI agent with sub-agents, tool calling & multi-model orchestration (n8n + ElevenLabs). 90% self-service.
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Case study: custom Business OS with 12 Airtable bases, 2100 fields, and n8n saving 170h/month at a phone repair business.
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Case study: 4,730 static landing pages from Airtable as headless CMS with DataForSEO crawl budget optimization and Astro SSG. 2M+ impressions, 19K+ clicks.
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n8n cheat sheet for Product Managers: automate sprint reports and classify feedback with AI. 2 free importable workflow templates.