Featured
From market signals to operator-ready opportunities
Build a six-stage signal pipeline that preserves evidence, filters noise, and stops for operator review before consequential action.
Resources
Field guides from systems we actually built.
For founders building AI-assisted GTM pipelines. Each guide opens the operating model, names the human decisions, and shows what the evidence can and cannot support.
The publication rule: no invented proof, no empty categories, and no article whose source system cannot be inspected.
Useful now
Two operating systems for work that usually gets lost in chat.
Verifiable agent execution and repeatable video production, both file-backed so the next person can resume from disk.
Build an agent loop that can prove its work
Give planning, implementation, proof, review, and release authority separate jobs and evidence.
A 15-stage video workflow that survives handoffs
Make recurring video work recoverable through explicit decisions, artifacts, and approval gates.
Library
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System guide
Signals
Signals
From market signals to operator-ready opportunities
Turn raw events into evidence-backed records that stop for operator review before action.
- Author
- Mitchell Keller
- Published
- Difficulty
- Intermediate
- Read
- 8 min
Guide
Agent operations
Agent operations
Build an agent loop that can prove its work
Give planning, implementation, proof, review, and release authority separate jobs and evidence.
- Author
- Mitchell Keller
- Published
- Difficulty
- Intermediate
- Read
- 9 min
System guide
Video systems
Video systems
A 15-stage video workflow that survives handoffs
Make recurring video work recoverable through explicit decisions, artifacts, and approval gates.
- Author
- Mitchell Keller
- Published
- Difficulty
- Advanced
- Read
- 11 min
Field note
Tooling
Tooling
47 GTM tools, ranked by what an agent can actually drive
Separate product quality from MCP, CLI, and API access before choosing a GTM tool.
- Author
- Mitchell Keller
- Published
- Updated
- Difficulty
- Reference
- Read
- 15 min
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