CI in the Era of AI: From Unit Tests to Stochastic Evals — Nathan Sobo, Zed
https://www.youtube.com/watch?v=WXy8Yy9xGss
https://www.youtube.com/watch?v=WXy8Yy9xGss
YouTube
CI in the Era of AI: From Unit Tests to Stochastic Evals — Nathan Sobo, Zed
Software engineers have long understood that high-quality code requires comprehensive automated testing. For decades, our industry has relied on deterministic tests with clear pass/fail outcomes to ensure reliability.
High-quality software depends on automated…
High-quality software depends on automated…
What does Enterprise Ready MCP mean? — Tobin South, WorkOS
https://www.youtube.com/watch?v=0MqYA52iWQU
https://www.youtube.com/watch?v=0MqYA52iWQU
YouTube
What does Enterprise Ready MCP mean? — Tobin South, WorkOS
Everyone is building MCP servers: from Slack integrations to personal data tools. They're good demos, but not ready to turn into production. So, what does it take to make MCP *enterprise-ready?*
We're going to cover the end-to-end process of getting a hacky…
We're going to cover the end-to-end process of getting a hacky…
Mastering Engineering Flow with Windsurf - Eashan Sinha, Windsurf
https://www.youtube.com/watch?v=W_5tzQY-hVs
https://www.youtube.com/watch?v=W_5tzQY-hVs
YouTube
Mastering Engineering Flow with Windsurf - Eashan Sinha, Windsurf
As experienced engineers, especially senior and staff engineers, our focus shifts towards complex problem-solving, architectural decisions, and mentoring. While AI tools promise productivity gains, Windsurf offers more than just code completion and chat assistance…
The Eyes Are The (Context) Window to The Soul: How Windsurf Gets to Know You — Sam Fertig, Windsurf
https://www.youtube.com/watch?v=jUv5WSPo9fk
https://www.youtube.com/watch?v=jUv5WSPo9fk
YouTube
The Eyes Are The (Context) Window to The Soul: How Windsurf Gets to Know You — Sam Fertig, Windsurf
Sometimes it seems like Windsurf knows you a little too well. It's one thing to generate generic code, but to predict your next intent? From matching existing code patterns and styles to tracking how local changes affect the larger codebase, this talk digs…
Prompt Engineering is Dead — Nir Gazit, Traceloop
https://www.youtube.com/watch?v=jvKf6zXrNO4
https://www.youtube.com/watch?v=jvKf6zXrNO4
YouTube
Prompt Engineering is Dead — Nir Gazit, Traceloop
Manual prompt crafting doesn't scale. In this session, we'll explore how to replace it with a test-driven, automated approach. You'll see how to define output evaluators, write minimal prompts, and let agents iterate toward optimal performance—all without…
Events are the Wrong Abstraction for Your AI Agents - Mason Egger, Temporal.io
https://www.youtube.com/watch?v=KJ9eZYTWS1Y
https://www.youtube.com/watch?v=KJ9eZYTWS1Y
temporal.io
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Building Agentic Applications w/ Heroku Managed Inference and Agents — Julián Duque & Anush Dsouza
https://www.youtube.com/watch?v=vRFqbEzzDsI
https://www.youtube.com/watch?v=vRFqbEzzDsI
YouTube
Building Agentic Applications w/ Heroku Managed Inference and Agents — Julián Duque & Anush Dsouza
In this workshop, you’ll learn how to use Heroku Managed Inference and Agents to build agentic applications. We’ll cover how to provision and deploy LLM models to your app, run untrusted code securely in Python, Node.js, Go, and Ruby using built-in tools…
"Data readiness" is a Myth: Reliable AI with an Agentic Semantic Layer — Anushrut Gupta, PromptQL
https://www.youtube.com/watch?v=1nOTQsfe1RU
https://www.youtube.com/watch?v=1nOTQsfe1RU
YouTube
"Data readiness" is a Myth: Reliable AI with an Agentic Semantic Layer — Anushrut Gupta, PromptQL
The rapid progress in LLM capability has not translated to increased reliability for business critical AI use cases. The root-cause? Data is ""not ready"".
Conversational analytics doesn't go beyond the analyst team because it's hard to verify if the generated…
Conversational analytics doesn't go beyond the analyst team because it's hard to verify if the generated…
Revenue Engineering: How to Price (and Reprice) Your AI Product — Kshitij Grover, Orb
https://www.youtube.com/watch?v=1C3sZbaxOmw
https://www.youtube.com/watch?v=1C3sZbaxOmw
YouTube
Revenue Engineering: How to Price (and Reprice) Your AI Product — Kshitij Grover, Orb
You’ve trained the model—now it’s time to train the business. This talk dives into the engineering behind pricing systems that can evolve as fast as your AI stack.
Orb CTO Kshitij Grover will walk through how leading AI companies design infrastructure to…
Orb CTO Kshitij Grover will walk through how leading AI companies design infrastructure to…
Agentic GraphRAG: Simplifying Retrieval Across Structured & Unstructured Data — Zach Blumenfeld
https://www.youtube.com/watch?v=CzM3cW6FdBs
https://www.youtube.com/watch?v=CzM3cW6FdBs
YouTube
Agentic GraphRAG: Simplifying Retrieval Across Structured & Unstructured Data — Zach Blumenfeld
Agentic workflows often become complex, brittle, and hard to maintain when they need to retrieve and reason across both structured data (typically requiring precise query execution) and unstructured data (commonly handled via vector search in RAG). In this…
GraphRAG methods to create optimized LLM context windows for Retrieval — Jonathan Larson, Microsoft
https://www.youtube.com/watch?v=c5qJHr3DnT4
https://www.youtube.com/watch?v=c5qJHr3DnT4
YouTube
GraphRAG methods to create optimized LLM context windows for Retrieval — Jonathan Larson, Microsoft
Jonathan Larson is a Senior Principal Data Architect at Microsoft Research working in Special Projects(opens in new tab). He currently leads a research team focused on the intersection of graph machine learning, LLM memory representations, and LLM orchestration.…
Graph Intelligence: Enhance Reasoning and Retrieval Using Graph Analytics - Alison & Andreas, Neo4j
https://www.youtube.com/watch?v=GGxAQVbwBL4
https://www.youtube.com/watch?v=GGxAQVbwBL4
YouTube
Graph Intelligence: Enhance Reasoning and Retrieval Using Graph Analytics - Alison & Andreas, Neo4j
Advanced GraphRAG techniques apply graph ML and algorithms, wrapped into tidy notebooks.
About Alison Cossette
Alison Cossette is a dynamic Data Science Strategist, Educator, and Podcast Host. As a Developer Advocate at Neo4j specializing in Graph Data…
About Alison Cossette
Alison Cossette is a dynamic Data Science Strategist, Educator, and Podcast Host. As a Developer Advocate at Neo4j specializing in Graph Data…
Memory Masterclass: Make Your AI Agents Remember What They Do! — Mark Bain, AIUS
https://www.youtube.com/watch?v=gsedOXz8FX4
https://www.youtube.com/watch?v=gsedOXz8FX4
YouTube
Memory Masterclass: Make Your AI Agents Remember What They Do! — Mark Bain, AIUS
Are you ready to give your AI agents a memory upgrade?
Join us for a fast-paced workshop exploring how memory can transform your agents.
What You'll Do:
Learn Leading Memory Solutions: Gain practical experience with open-source tools like Neo4j, Cognee,…
Join us for a fast-paced workshop exploring how memory can transform your agents.
What You'll Do:
Learn Leading Memory Solutions: Gain practical experience with open-source tools like Neo4j, Cognee,…
Why Your Agent’s Brain Needs a Playbook: Practical Wins from Using Ontologies - Jesús Barrasa, Neo4j
https://www.youtube.com/watch?v=CbiR9xS2skQ
https://www.youtube.com/watch?v=CbiR9xS2skQ
YouTube
Why Your Agent’s Brain Needs a Playbook: Practical Wins from Using Ontologies - Jesús Barrasa, Neo4j
You're trying to guide how your agents think and act. Code-orchestrated workflows are too rigid, but LLMs charting their own course feel too chaotic. When you need a middle ground, it’s time to reach for the secret weapon: ontologies. These graph-shaped fragments…
Building Multimodal AI Agents From Scratch — Apoorva Joshi, MongoDB
https://www.youtube.com/watch?v=640KMYtxCeI
https://www.youtube.com/watch?v=640KMYtxCeI
YouTube
Building Multimodal AI Agents From Scratch — Apoorva Joshi, MongoDB
In this hands-on workshop, you will build a multimodal AI agent capable of processing mixed-media content—from analyzing charts and diagrams to extracting insights from documents with embedded visuals. Using MongoDB as a vector database and memory store,…