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Makavele.

AI systems that ship the work.

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The lab

Tear-downs, demos, research.

Where we publish speculative work — recurring operator pain, AI agent demos, and infrastructure experiments. Not client work.

First drops queued

LAB-001ETA Q3 2026

Voice-agent tear-down — inbound SDR coverage

Rebuilding an inbound SDR coverage flow with a Retell agent. What works, what breaks, and the cost-per-qualified-call delta vs. a human BDR.

LAB-002ETA Q3 2026

AI lead-gen system — end to end

ICP scoring → Apollo enrichment → Clay personalization → multi-channel sequence → routing. The full build, with a repo and dashboard.

LAB-003ETA Q4 2026

n8n + Claude — proposal generator

A 6-step n8n workflow that turns discovery-call transcripts into branded proposals in under 4 minutes.

LAB-004ETA Q4 2026

The “shit pipeline” tear-down

Common outbound failure modes we see again and again, the fix cost, and the one fix that worked every time.

Begin · 30 min · free

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Tell us what's bleeding hours. We'll tell you honestly if AI fixes it.