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Tell me what needs to move forward.
A short description is enough to start. You will receive an email copy of the message after it is delivered.
How I can help
Technical project management, software engineering, and focused technical support.
The level of involvement can range from a focused assessment or planning phase to ongoing fractional or contract responsibility across the project lifecycle.
Software engineering
AI-assisted development and TCAF
Framework and method
The TCAF framework is public and can be inspected directly.
The Method page explains why I created TCAF and which development problems it addresses. The documentation contains the installable framework, Task Contracts, supported workflows, tool integrations, limitations, and current validation status.
TCAF
Task-Contract AI Development Framework
Bounded tasks · preserve working code · human review · explicit verification.
Ways to collaborate
Start from the responsibility the project actually needs.
The collaboration can focus on a specific problem or cover ongoing technical project responsibility. It can also include hands-on development when direct implementation support is useful.
Direct contact
Start with the project context.
The most useful first conversation is about what you are building, what already exists, the current team and technical environment, the main constraints, and what needs to change or move forward.
Useful details
When reaching out, it helps to include the project stage, expected responsibility, team setup, technical stack, collaboration model, remote or on-site expectations, and the approximate timeframe or continuity needed.