The Context Log
Your logbook for smarter projects. Insights on local-first AI project management, agents at work, and turning chaos into clarity — built on the principles of Context-Driven Project Management.


TensorPM, Claude Code and Codex: Putting the project plan first
Understand, Steer, Execute: Clarify goals, assess the plan and current situation, and get work done. TensorPM connects these activities through a shared project context.

Codex, Claude and Co.: The Wrong Approach
ChatGPT Work and Claude Cowork deliver finished documents for review. Real collaboration begins when person and AI work on the same living artifact.

The Model Matters Less Than the Context: Introducing ProjectBench
We built a benchmark that runs real project-management work inside TensorPM and scores each plan on one thing: would the owner actually be better off building from it? The first finding is the whole thesis of Context-Driven Project Management. The project context decides plan quality far more than which model you run.


AI Agents for Project Management 2026: A Practical Comparison
TensorPM, OpenClaw, Hermes Agent, Pi, and DeepSeek Harness compared: project steering, messenger automation, self-improving workflows, or technical execution?


Dreaming Isn't Enough: Why Claude's Memory and Dreaming Don't Understand Your Project
Anthropic taught Claude to dream. Great for coding agents, blind to projects. Why remembering isn't the same as understanding, and what Context-Driven Project Management does differently.


What Is Agentic Project Management? Definition, Framework & Tools (2026 Guide)
Agentic project management is the 2026 operating model for AI-driven teams: shared project context, governed AI agents, real workflows, and human control.