Insights from the
Prodmap Neural Engine
Deep dives into AI architecture, product management automation, and the future of software development.
Why We Built Our Own AI Code Sandbox
How we built an AI code sandbox for parallel agents with fast cache restores, structured streaming, and task-to-MR automation.
The 'Context Gap': Why AI Coding Assistants Aren't Enough for the Enterprise
AI coding assistants are brilliant at syntax, but blind to context. In enterprise development, code is cheap. Context is expensive.
Top AI Prototyping Tools in 2026
Compare the top AI prototyping tools in 2026, including Prodmap as a full prototyping suite, with practical use cases and tradeoffs.
Prodmap + Cursor: The Product Brain for Your AI Coder
Cursor is an incredible coding engine, but it needs a navigator. Learn how Prodmap acts as the "Product Brain," feeding structured context directly into your editor.
Writing PRDs for AI Agents: The New Engineering Standard
Traditional PRDs are written for humans to interpret. AI agents don't interpret; they execute. Learn how to write specs that are deterministic and agent-ready.
Context Engineering: The 100x Multiplier for AI Agents
Prompt engineering is dead. Context engineering is the next frontier. Learn why curated, high-fidelity context is the only way to scale AI engineering.
Navigating Product Management in the Age of AI
The PM role is evolving from "Spec Writer" to "System Architect". Explore how AI is automating the busy work and allowing PMs to focus on high-leverage strategy.