AI degrades in long chats - session control and observability layer

AI degrades in long chats - session control and observability layer targets a $10.0B = 5M software teams x $2,000 ACV (broad market of teams that could adopt developer LLM tooling) total addressable market with low saturation and a year-over-year growth rate of 35%.

Key trends driving demand: Prod LLM adoption -- more teams are running LLMs in production for developer workflows, increasing need for reliability tooling.; Orchestration and observability rise -- tools like LangChain and LangSmith expose gaps in session management and debugging.; Token cost sensitivity -- rising API costs make token efficient strategies and checkpointing financially valuable..