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Lukasz Jazwa

Lukasz Jazwa

Lukasz Jazwa is CTO and co-founder of Tentaro, built for teams whose codebase knowledge lives in a few senior engineers' heads and whose AI agents rediscover the code from scratch on every task. Tentaro gives engineers and their AI agents real context of their own code, running on their own infrastructure. He leads AI tooling adoption in practice, with Claude Code, Cursor and agentic workflows, and he pays the AI bills he talks about. Based in Wrocław, Poland.
Tentaro, Polandcodeqa.ai
Right Model, Right Context: Token Economics for AI-Assisted Engineering
AI Coding Summit NYCAI Coding Summit NYC
Upcoming
Right Model, Right Context: Token Economics for AI-Assisted Engineering
AI coding assistants have quietly become a real line item in engineering budgets - and most teams have no strategy for it, just a bill. The uncomfortable truth: you don't pay for tokens, you pay for tokens that produce no value.

This talk is a practical playbook built on two levers. First, model routing: matching model tiers to task phases - frontier models for planning and review, mid-tier for implementation, the cheapest for mechanical work. Second, context management: why agents that explore large codebases burn premium tokens on searching instead of thinking, and the architectural pattern that fixes it - a code intelligence layer where an expensive model asks questions and a cheap, locally-run system that already knows the codebase answers them.
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