How teams move from "one API key per runtime" to "one gateway, any runtime" The...
How teams move from "one API key per runtime" to "one gateway, any runtime"
The Fragmentation Problem (July 2026)
You've got a squad of coding agents now. Some teams use Claude Managed Agents. Others prefer Cursor. Finance is piloting Bedrock AgentCore. Engineering wants to stay self-hosted.
This sounds flexible. It's actually a disaster.
Here's what happens:
You're a platform lead at a 150-person company. Your ML team is building a data agent on Anthropic's...
The Four-Layer Agent Stack: When Your Framework Isn't Enough Models. Harnesses. Runtimes....
When Anthropic's Fable 5 was pulled from international use for nearly three weeks, some over-reliant businesses were left…
When you run an agent from a prototype to production, something changes. Not the model. Not the...
Building a team of agents — each with a defined role, each potentially running a different model — is...
This is Part 2. In Part 1, I described the architecture: the team, the tool scoping, the decision...
