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.
Read the signal system guideField 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.
Build an agent loop that can prove its work
Separate planning, making, proof, independent review, and release authority so "done" has evidence behind it.
Read the loop guideA 15-stage video workflow that survives handoffs
Keep decisions, edits, evidence, and approval gates recoverable from first promise through publication.
Read the video workflowFind the operating pattern you need.
Search the complete library, then narrow by the kind of resource or system you are building.
Format
Topic
Showing 4 resources.
All resources
Four hand-authored pieces. The archive stays complete without JavaScript.
No resources match this search and filter combination.
System guide
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
Playbook
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
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
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