Token Price Wars, Agent Governance, and the Indie Hacker Extinction Question
AI PM Research
Friday, July 31, 2026
Token Price Wars, Agent Governance, and the Indie Hacker Extinction Question
Two signals worth holding together today: OpenAI and AWS just kicked off what looks like a real token price war with GPT-5.6 Luna and Terra, while LangChain shipped runtime governance tooling that assumes agents are already in production and need to be controlled, not just debugged. Both are signals that the "experimenting with AI" phase is over for a lot of teams.
Also today
- Dare Obasanjo
- Amjad Masad (Replit)
- GitHub Copilot
- Vercel
- Aravind Srinivas (Perplexity)
AI PM Research · Daily updates on AI products and strategy
Don't miss what's next. Subscribe to Madison's Morning Memo: