A JSON schema Is not an AI governance layer
The AI governance argument is happening one layer above the code that actually stops your agent.
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GeezerVison is showing stackoverflow.co — Stack Overflow Business: Solve work’s biggest challenges - Stack Overflow               The difference between a good answer and a great one? Context.15k+ Global companies using Stack Internal Stack InternalTurns your organization’s know-how into a living, reusable memory. Every decision, handoff, or lesson compounds to help humans and agents make better decisions.  UnifyIngests, structures, and stores your enterprise data in one place. Then delivers verified knowledge wherever your team works. TrustAI tools are only as good as the context they’re given. Ground your copilots and agents in verified knowledge for reliable code and beyond. ProtectStack Internal is an auditable, secure perimeter for your proprietary knowledge. Humans and agents only access what they need. Other ways we can helpThe API Awards Best AI API 2024 & 2025 Stack Data LicensingLicense decades of verified, technical knowledge to boost AI performance and trust. 77% of devs have a Stack Overflow account (source) Stack AdsEngage developers where it matters — in their daily workflow. 1 / 0 We want to be the world’s most vital source for technologistsTo get there, we’re working to cultivate community, power learning and unlock growth — for developers, teams and businesses across the world. Tech moves fast. But technologists will always need real connections, mutual support, and places to solve problems together. We've been cultivating dev communities since 2008 — and now our enterprise products bring that collaborative spirit, and all its benefits, into the core of modern businesses. Only 7% of developers trust AI with important decisions, making human verification and community attribution more important than ever. Read our Dev Survey → AI is here to stay. But exactly how it's going to change things? That's still up for debate. Regardless, developers, teams and technologists will need to stay curious and pick up new skills to tackle the roles and opportunities ahead. We're here to help. 1 in 5 devs from the US and India struggle with upskilling at work, and so do 30% in LATAM countries. Jetbrains State of Developer Ecosystem Report → We believe that true intelligence and growth, for people, teams and business, needs to be grounded in solid, verifiable knowledge — not just any old data. That ethos is built into the code of our company, and it informs all our products, services and initiatives. 13,000 hours of engineering time saved over six months with the help of Stack Internal. Read more from Uber → Our knowledge, sharedSurvey Says: You'll swap the model, but everything you build around it is staying putEarlier this month, my team at Stacklok surveyed 520 technical leaders to understand whether they were concerned about being locked into frontier labs. The data says they’re already swapping models in and out, but the trap they’re concerned about is the layer on top of the model.  Read article Production-grade LLMs and agents: a field guideA maturity model for taking agents from an impressive demo to a system people can depend on — with a self-assessment and the map to a deep-dive on each layer.  Read article |
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