Writing from the build
Why the OS exists, how governed agents work, what is being built in public, and how real organisational workflows shape the architecture.
- Product thesis12 min read
Why an Enterprise AI Subscription Is Not the Same as Owning Your AI Operating Layer
Claude, ChatGPT, and Gemini enterprise products are increasingly capable. The architectural question is whether configuration is enough, or the organisation needs to own and reshape the operating layer itself.
Read article - Founder note3 min read
Building the Operating Intelligence Layer
Why businesses should own their Operating Intelligence Layer, not outsource the translation of business context into action to external tech companies.
Read article - Agent architecture6 min read
What Is Context Rot? Why AI Agents Lose the Thread
Context rot is what happens when long AI runs become crowded with stale outputs and process noise. Learn how explicit state, prompt budgets, and careful compaction reduce drift.
Read article - Agent architecture7 min read
Why AI Agents Give Inconsistent Results
AI agent inconsistency comes from probabilistic generation, changing context, prompt drift, incomplete information, and moving dependencies. Learn how governed systems reduce the risk.
Read article
See how the ideas are reflected in Praxis Agents OS
Read the technical documentation, inspect the source, and follow the capabilities being built next.