Tools

Tools that read and change your code.

1. Interactive

   Live

   A coding agent's loop

   Watch search, edit, and a check repeat until the test passes.

   Open session →

2. Interactive

   Coming soon

   Terminal coding agents

   Agents like Claude Code that run commands, edit files and run tests.

3. Interactive

   Coming soon

   Rules and context files

   AGENTS.md, rules and memory files that steer an agent.

4. Interactive

   Coming soon

   Reviewing agent changes

   Diffs, tests and sandboxes before you trust the output.

5. Interactive

   Coming soon

   Background and cloud agents

   Hand off a task and get a pull request back.

Standard ways to plug tools into models.

Already live in other tracks: Call a tool, then answer

1. Interactive

   Live

   MCP: tools the model can call

   A server lists tools. The app forwards the one the model picks.

   Open session →

2. Interactive

   Live

   Building an MCP server

   Expose your own data and actions to any MCP client.

   Open session →

3. Interactive

   Coming soon

   Turning an API into tools

   Generate tool definitions from an OpenAPI spec.

4. Interactive

   Coming soon

   Agent-to-agent protocols

   How agents from different vendors hand work to each other.

Visual and code-first automation.

Already live in other tracks: One item through a workflow

1. Interactive

   Live

   An n8n workflow, node by node

   Cross a threshold and see the run switch from email to Slack.

   Open session →

2. Interactive

   Coming soon

   Zapier and Make

   No-code automation, and where it runs out.

3. Interactive

   Coming soon

   LangGraph

   Agents as graphs of steps with saved state.

4. Interactive

   Coming soon

   Temporal

   Code-first durable workflows that survive crashes.

Calling models from your code.

1. Interactive

   Coming soon

   Model provider APIs

   OpenAI, Anthropic and Gemini: messages, tools and streaming compared.

2. Interactive

   Coming soon

   AI SDKs

   Vercel AI SDK and friends: one interface over many providers.

3. Interactive

   Coming soon

   LangChain and LlamaIndex

   What frameworks give you, and what they hide.

4. Interactive

   Coming soon

   Ollama and local runtimes

   Run open models on your laptop behind a local API.

5. Interactive

   Live

   Model routers

   OpenRouter-style services: one key, many models, automatic fallback.

   Open session →

Where embeddings and documents live.

Already live in other tracks: Embeddings and similarity search

1. Interactive

   Coming soon

   Vector databases

   pgvector, Pinecone, Qdrant and Weaviate compared.

2. Interactive

   Coming soon

   Search engines

   Elasticsearch and OpenSearch for keyword and hybrid search.

3. Interactive

   Coming soon

   Document parsers

   Getting clean text and tables out of PDFs and slides.

Tracing, evals and prompts in production.

Already live in other tracks: Evals: is the new prompt better?

1. Interactive

   Coming soon

   Tracing tools

   Langfuse, LangSmith and similar: see every call and its cost.

2. Interactive

   Coming soon

   Eval tools

   promptfoo, Braintrust and friends: run test sets on every change.

3. Interactive

   Coming soon

   Guardrail tools

   Libraries that check inputs and outputs against rules.

4. Interactive

   Coming soon

   Prompt management

   Store, version and roll out prompts outside your code.

Automation around your repository.

Already live in other tracks: A CI/CD pipeline, stage by stage

1. Interactive

   Live

   GitHub Actions on every push

   Follow a workflow file from the push event to the job log.

   Open session →

2. Interactive

   Coming soon

   AI checks in CI

   Run AI review and eval suites on every pull request.