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workshop

4 items tagged with "workshop"

Event

Building with Jev: Typed Decisions for AI Workflows

Jev is TypeSafe AI's first System One model: it makes fast, typed decisions from application state instead of generating chat text. In this 90-minute hands-on workshop, we will define Choice, Score, and Noul questions, batch independent judgments, and compose probabilities in Python code. We will build a support-ticket router with confidence thresholds, then discuss the native TypeSafe API, OpenRouter access, evaluation, and when a general-purpose LLM remains the better tool. Agenda: - 00:00–00:10 — Jev and the System One mental model - 00:10–00:25 — First typed decision - 00:25–00:40 — Choice, Score, and Noul - 00:40–01:05 — Build a support-ticket router - 01:05–01:18 — Confidence gates and human review - 01:18–01:27 — Native API and OpenRouter - 01:27–01:30 — Wrap-up and Q&A Bring Python and uv. API access is useful for the hands-on portion, but we will also explain the workflow without requiring a live key.

Sep 22, 2026
workshop typesafe jev ai-engineering
Event

Saving Money on API Calls with Batch and Flex Processing

API costs get expensive fast when you run many model calls. In this workshop we'll look at where you can deliberately trade latency for lower cost, especially for evaluations where results usually do not need to be immediate. We'll focus on: - When evaluations can run asynchronously instead of inline - Using OpenAI Batch API for eval runs and other delayed jobs - Using Flex processing for lower-priority Responses / Chat Completions calls - Prompt caching, model choice, and request shaping as cost levers - How to structure an eval pipeline so slower, cheaper calls are acceptable - Failure modes: timeouts, retries, expired batches, and when not to delay Bring an existing eval idea or a workflow with repeated API calls if you want to reason through it live. References: - https://developers.openai.com/api/docs/guides/batch - https://developers.openai.com/api/docs/guides/flex-processing

Jul 2, 2026
workshop openai evaluations cost-optimization
Event

Exploring Vercel: What It Is and How to Deploy

A hands-on session to understand Vercel end to end: what it is, what it gives you, and how to actually ship to it. What we'll explore: - What Vercel is and where it fits (hosting, serverless / edge functions, preview deployments) - Deploying a project from scratch — from git push to a live URL - Environment variables, preview deployments, and custom domains - Serverless and edge functions, and when to reach for each - Gotchas, limits, and pricing to be aware of Bring a Vercel account if you'd like to follow along live. Exploratory, build-alongside format — we figure it out together.

Jun 25, 2026
workshop vercel
Event

Exploring Cloudflare Vectorize and Workers

In the last workshop, Cloudflare Vectorize and Cloudflare Workers came up as one of the items worth a closer look. In this 2-hour hands-on session we figure out how to actually use them together. What we'll explore: - Cloudflare Workers: what they are and how to deploy one - Cloudflare Vectorize: creating a vector index and storing embeddings - Wiring Workers + Vectorize into a small working example (semantic search / RAG) - Limits, gotchas, and when this stack makes sense Bring a Cloudflare account if you'd like to follow along live. This is an exploratory, build-alongside session — we figure it out together.

Jun 17, 2026
workshop cloudflare