deployment
96 talks
Deploying AI Inside a Bank Is Not an Engineering Problem
Claude Managed Agents Q&A: Evals, CI/CD and Multi-Tenancy (Part 4 of 4)
Zero Cold Starts: Serverless AI Agents on Akamai Functions
Let Anyone at Your Company Ship Internal Apps with AI
We Built an AI Support Agent That Resolves 80% of Tickets
GPU Died. Training Didn't: Self-Healing Training at Scale
GLM-5.2: Open Weights, Near-Frontier Intelligence
Large clusters for small models
Routing LLM Inference in Production: From Engine Signals to Policy
Vertical Mobility: Inference from MVP to Trillion-Parameter Workloads
Harness Engineering: Building the Production Cage for Powerful Domain Agents
Which AI startups actually land enterprise contracts?
Productionizing LLM Gateways: Architecture, Tradeoffs and Hard Lessons
KV Cache-Aware Routing and P/D Disaggregation on Kubernetes
Generative Video at the Speed of Light
Infra behind Krea 2: How to train and serve at scale
Taking Reinforcement Learning Cross Datacenter
Local Models: Trust, Control, Optimization
Gadgets: Personal app vibe coding that is actually safe
Serving 2 Million Models Without Melting: Scaling the Hugging Face Hub
Privacy-Preserving Intelligence
We Gave an Agent Production Code Access and Then Tried to Sleep at Night
Your LLM Stack Is a 2008 Database With Better Marketing
Agents Need Feature Flags
Stop Renting Your Cognitive Infrastructure
The Pipeline Is Dead
Research to Reality: Bringing Frontier ML Research to Production
The Log Is The Agent
Sovereign Escape Velocity: Ownership with Open Models
GPU Cloud Deployment Without Leaving Your IDE
Why Eval++ Is the Next Great Compute Primitive
Under 5 minutes to a deployed LLM endpoint
Engineering voice agents: Latency, quality, and scale
Gemini Nano on device
Lobster Trap: OpenClaw in Containers from Local to K8s and Back
Scaling Agents on Kubernetes with acpx and ACP
Don't Build Slop (4 Levels of AI Agent Maturity)
What Breaks When You Build AI Under Sovereignty Constraints
Two Roads to Durable Agents: Replay vs. Snapshot
Agent Optimization with Pydantic AI: GEPA, Evals, Feedback Loops
Accelerating AI on Edge
The Small Model Infrastructure Nobody Built (So We Did)
Build & deploy AI-powered apps
Gateways are All You Need
Gemma 4 Deep Dive
One Registry to Rule Them All
Why, and how you need to sandbox AI-Generated Code?
AGI: The Path Forward
What We Learned Deploying AI within Bloomberg's Engineering Organization
Government Agents: AI Agents Meet Tough Regulations
Compilers in the Age of LLMs
How BlackRock Builds Custom Knowledge Apps at Scale
Building Agents at Cloud Scale
Pipecat Cloud: Enterprise Voice Agents Built On Open Source
The Unofficial Guide to Apple's Private Cloud Compute
AX Is the Only Experience That Matters
How agents will unlock the $500B promise of AI
ComfyUI Full Workshop
Dream Machine: Scaling to 1m users in 4 days
Conquering Agent Chaos
Building agent fleet architectures your CISO doesn't hate
Building Agentic Applications with Heroku Managed Inference and Agents
Realtime Conversational Video with Pipecat and Tavus
Ship it! Building Production Ready Agents
Buy Now, Maybe Pay Later: Dealing with Prompt-Tax While Staying at the Frontier
GPU-less, Trust-less, Limit-less: Reimagining the Confidential AI Cloud
How agents broke app-level infrastructure
The Demo I Wish I'd Had: OpenAI's Agents SDK... serverless!
The End of Awkward AI Transcriptions
How to Build Your Own AI Data Center in 2025
The Missing Pieces of Workflow Automation
RAG Agents in Prod: 10 Lessons We Learned
Privacy First Enterprise AI: Building AI Agents that Never Leave Your Security Boundary
The AI developer experience doesn't have to suck: why and how we built Modal
Customized, production-ready inference with open source models
How to build the world's fastest voice bot
Fine-tune 20 Llama Models in 5 Minutes
Accelerate your AI journey with Azure AI model catalog
AI Templates
Build, Evaluate and Deploy a RAG-Based Retail Copilot with Azure AI
Multi model multimodal and multi agent innovations in Azure AI
Cohere for VPs of AI
Navigating Challenges and Technical Debt in LLMs Deployment
Decoding Mistral AI's Large Language Models
Making Open Models 10x Faster and Better for Modern Application Innovation
Building and Scaling an AI Agent Swarm of Low-Latency Real-Time Voice Bots
From Model Weights to API Endpoint with TensorRT-LLM
Git push get an AI API
Running AI Applications in Minutes with AI Templates
Using agents to build an agent company
Unlocking Developer Productivity across CPU and GPU with MAX
Llamafile: Bringing AI to the Masses with Fast CPU Inference
The Future of Knowledge Assistants
Harnessing the Power of LLMs Locally
AI Engineering 201: Inference
Supabase Vector: The Postgres Vector database