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Multi-Agent Competitive Intel: 3 Sub-Agents Watching Sites, Ads, and Social, Producing a Weekly PDF Brief

Multi-Agent Competitive Intel: 3 Sub-Agents Watching Sites, Ads, and Social, Producing a Weekly PDF Brief

A 3-sub-agent competitive intel pipeline that produces an 8-page PDF brief every Friday at 6am — no human reads a single competitor page in between. The parent Claude agent dispatches a site-watcher, an ad-watcher, and a social-watcher, each returns a strict JSON schema, the parent synthesizes everything into a Markdown brief that Pandoc renders to PDF. The parent prompt, the three JSON contracts, the PDF template, and the failure modes that have actually cost me a brief.

Operator + Make: An Inbound Email to a Booked Onboarding Call With No Human in the Loop

Operator + Make: An Inbound Email to a Booked Onboarding Call With No Human in the Loop

A production pipeline that takes a 'demo request' email, qualifies it against an ICP rubric, enriches from LinkedIn, books a Cal.com slot in the prospect's timezone, and sends a personalized prep doc 24h before the call — all before a human touches the lead. The full Make scenario, the actual Operator instruction set, the ICP rubric, the prep doc prompt, and the three failure modes that have actually cost me time. ⚠️ Operator UI may shift; the framework stays.

Self-Host Qwen 2.5 14B for SEO Rewriting: $0/Month Alternative (vs Sonnet)

A 30-day blind test: 800 meta titles + 800 product descriptions rewritten by both Qwen 2.5 14B (self-hosted on a refurbished workstation) and Claude Sonnet 4, rated by 3 SEO contractors. The result is not a clean win for open weights — it's a split. Where Qwen breaks even, where it collapses, and the actual cost math behind self-hosting for repeat-pattern SEO work.