Blog

Guides and research on agent knowledge.

The economics of AI agents, shared memory, governance, and getting a fleet of coding agents to run cheaper and more reliably.

June 15, 2026
Your company's knowledge can finally keep itself up to date
Every company wants one place where what the team knows is written down and current. It never lasted, because keeping it current was always someone's second job. With AI agents, that just changed.
June 14, 2026
Where company knowledge goes when everyone works through AI agents
Every company runs on knowledge nobody wrote down. AI agents are quietly moving that knowledge somewhere new. Here is what changed, and what to do about it.
June 13, 2026
Your AI rollout is building an asset you don't own
Companies are spending heavily to get people using AI. The real payoff, the know-how those people build up, is landing in private agent setups instead of the company. Here is the risk, and the fix.
June 12, 2026
The hidden cost of switching AI coding tools
A new AI coding tool launches every few weeks. Trying them feels free. It is not. Here is what you actually pay each time you switch, and how to bring that cost close to zero.