AI-assisted publication
OpenGTM
OpenGTM explores how open-source Agent Harnesses, Open-weight Models, or both can build practical, portable GTM Capability.
Featured orientation brief
Start Here: Portable GTM Capability
Portable GTM Capability keeps strategy, messaging, conversations, and operating rhythm reusable across tools.
Read the orientation briefLatest Notes
Black Hat Prospecting: OSINT, Dorking, Breached Data, and how I learned to love the Surveillance State
Minority Report never won Tom Cruise an Oscar, but as an 8 year old it framed the old 'free will vs determinism' argument into a high octane sci fi thriller…
Read Black Hat Prospecting: OSINT, Dorking, Breached Data, and how I learned to love the Surveillance State
Latest Articles
The AI SDR Is the Wrong Abstraction
OpenGTM argues that an AI SDR is the wrong systems boundary for agentic prospecting. The durable design is a composable top- and mid-funnel pipeline that preserves an identity graph, evidence history, decision policy and outcome-labelled feedback while models and vendors remain replaceable.
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Capability references
publication-blocked
Clay and workbook capability reference
A public-source reference for workbook-style GTM research, enrichment ordering, and operating constraints. It documents observable patterns, not a Clay clone or production integration.
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Sales scheduling and routing capability reference
A public-source reference for availability, qualification, deterministic routing, booking lifecycle, and privacy-aware scheduling design. It is a clean-room architecture reference, not a deployed scheduler or Cal.com parity claim.
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Tools & templates
Open the Briefcase for practical working objects kept separate from capability references.
Open the BriefcaseAbout OpenGTM
This conventional semantic surface keeps OpenGTM accessible beneath its Windows ME-inspired Desktop Shell.