Long-form writing
Insights
Notes on deploying and running Full-Time Agents: how we work, what breaks, and what we learn. No client is ever identified.
- Read →
Why Always-On Watch Exists
A real April 2026 OpenClaw regression, a public founder reply, and the exact reason edge247 clients pay for ongoing stewardship instead of a one-time install.
- Read →
The Model Is Replaceable. The Operating System Around It Is the Value.
Anthropic blocked third-party harnesses on April 4. We migrated seven production agents to a new model in one working day. Here is why that was possible.
- Read →
Why 78% of Companies Adopted AI and Only 1% Got Real Results
Most AI projects fail because the order is wrong. Map the process first. Build the database second. Add AI last. The Hildebrandt framework, explained.