How agents actually behave.
Our throughs on the AI, agents and the tech behind them: why context drifts, why prototypes stall, why capacity beats seats, and what it takes to run agents that hold up in production.
- 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 - Context rot6 min read
What Is Context Rot? Why AI Agents Lose the Thread
Context rot is what happens when long AI runs get cluttered with old outputs and process noise. Learn why it matters and how Praxis keeps agents on track.
Read article - AI consistency7 min read
Why AI Agents Give Inconsistent Results
AI agent inconsistency has five specific causes - from sampling randomness to prompt drift. Learn why it happens and how to avoid it as much as possible.
Read article - Comparison7 min read
Looking For OpenClaw For Business?
OpenClaw is a powerful personal AI assistant. Praxis Agents is the version built for business teams, with approvals, audit trails, and enterprise-safe execution.
Read article - Commercial model5 min read
Buy AI Agents as Capacity, Not Seats
Seat-based software charges for access. Praxis Agents are closer to shared operating capacity: one system that helps the team execute, retain context, and scale without per-seat pricing.
Read article - Supporting benchmark4 min read
What Basic Capacity Costs in London
Supporting benchmark figures showing the approximate employer cost of a full-time London Living Wage role in April 2026.
Read article - Production software6 min read
An AI Demo Is Not a Ready to Use System
An AI-built prototype helps shape ideas. Production software scales the solution to real business needs. See the hidden systems real software needs behind the scenes.
Read article - Terminology5 min read
'Claude' Can Mean Four Different Things
Claude App, Claude Code, Claude Cowork, and Claude models are all Anthropic's products, but they are not the same thing. When should you use which one?
Read article - Deployment model4 min read
Why Praxis Agents Are Not SaaS
No shared platform. No vendor lock-in. Praxis Agents are part of a dedicated AI system, deployed for you, under your control.
Read article
Book a 10-minute demo.
The articles describe how the Praxis Agents Platform behaves. A demo shows it - live, on a workflow that looks like yours.