Your AI Agent is Blind: The Untapped Market for Self-Learning 'Skills'
AI agents are getting insanely powerful, even running on your phone, making developers way more productive. But right now, these agents are kinda dumb when it comes to learning from their mistakes or verifying if their code actually works. The big opportunity is building the missing piece that lets agents 'see' their output, learn from failures (their 'gotchas'), and automatically turn that into reusable 'skills' that make them truly autonomous.
“The iPhone 17 Pro was demonstrated running a massive 400B LLM, showing that powerful AI is moving from the cloud to local devices.”
Agents are shipping code faster than ever, even on phones, but they're still blind to their own failures. With 'skills' emerging as the standard for agent knowledge, there's a huge opportunity to build the feedback loop that turns an agent's 'gotchas'—like a broken UI or a failed API call—into an automatically generated, verifiable 'skill' that other agents can learn from. The first person to ship a plug-in or service that lets agents auto-learn and document their failures, then share these 'skills,' will own the market for truly autonomous, self-improving agents.