Selected systems
Systems built around the decision, not the demo.
Each case makes the operating problem, my role, system decision, boundary, maturity, and evidence visible. Three systems are featured because each earns a different part of the story.
AI Automation
Scout
Turn useful public GTM signals into a visible queue without automating the human relationship.
Owned the signal-to-review operating model and its human-action boundary
- System decision
- Treat a public post as evidence of a problem, then prepare a reviewable response without taking the relationship away from the operator.
- Boundary
- Scout cannot post, comment, connect, or message. A person decides what happens next.
- Maturity
- Public v0.1.1 release with controlled live verification
- Evidence
- Case brief · Public repository · Verification record
AI Workflow
Scoped Research Agent
Research across public and opt-in private sources without giving any one session access to all of them.
Owned the source-isolation model and its enforceable access boundaries
- System decision
- Use one isolated session per source, run them in sequence, then synthesize their findings in a session with no tools.
- Boundary
- No session holds both web and private-source tools. No write tool is callable. Source content can still reach the model and final report.
- Maturity
- Public v0.1.0 example project with recorded live verification
- Evidence
- Case brief · Public repository · Verification record
Workflow Observability
SignalFlow
Find what actually blocked an n8n workflow from finishing, not merely which node looked slow in isolation.
Owned the decision to keep measured analysis deterministic and local
- System decision
- Use graph algorithms and deterministic rules for questions with correct answers, then reserve machine learning for semantic error similarity.
- Boundary
- Runs locally, has no authentication layer, and should not be exposed to the public internet. It analyzes and recommends but does not auto-apply workflow changes.
- Maturity
- V1 feature-complete local system with an audited optimize loop
- Evidence
- Case brief · Public repository · Verification record