AI Agents
How teams actually build AI agents: the architectures they use, how they orchestrate several agents at once, how they keep long-running agents on track, and what breaks once agents meet real users. Most entries are recaps of conference talks from the people who shipped these systems.
- AI Agents Cut 3-Day Portfolio Builds to Minutes - Jack McDonald, Apollo & Michael Manapat, Rowspace
- Memory-Aware Agent Harnesses for Anti-Money Laundering - Nacho Martinez, Oracle
- The AI Bill Is Too Damn High: Tokenomics 101 - Eugene Cheah, Featherless AI
- Why One AI Agent Isn’t Enough (And How to Run 1,000) - CJ Avilla & Harrison Stall, Anthropic
- Stop Rationing Tokens: Let the Harness Pick the Model - Kimchi by Cast AI
- Why 99% Accurate Browser Agents Still Fail - Derek Meegan, Browserbase
- Your Coding Agent Is 6 Months Out of Date - Jakub Hojsan, Exa
- AI-Generated Code Is Already Competing With Human Code - Daksh Gupta, Greptile
- Get Out of the Model's Way - Kevin Hou, Google Antigravity
- 'Orchestras, Not Factories: How the Fastest Builders Work - Charlie Holtz, Conductor'
- Scale the Judgment, Not the Model - Andrew Orobator, Reddit
- Software Engineering Is Becoming Factory Engineering - Zach Lloyd, Warp
- The Chief AI Officer: Scientist, Architect, Coach - Rania Khalaf, WSO2
- 'The Death of the Code Review: What the Data Actually Says - Laurie Voss, Arize AI'
- 'Your Agents Are in Solitary Confinement: Why MCP & A2A Aren''t Enough - Vlad Luzin, Band'
- I Turned Coding Agents Into a Strategy Game - Ido Salomon, AgentCraft
- No, That's Not a Software Factory - Ryan Cooke, WorkOS
- What It Actually Takes to Build a Software Factory - Tereza Tížková, Factory
- Building Self-Improving Agent Software Factories - Suraj Gupta, Warp
- Autoresearch Made Our Models 3x Faster - Tejas Bhakta, Morph
- How We Built an Agent That Improves Itself - Zubin Aysola, Weights & Biases
- Long-Horizon Agents Need Experiments, Not Just Prompts - Erina Karati
- From VLM/VLA's to Embodied Agents - Armen Aghajanyan, Perceptron AI
- 'One Operator, Many Drones: Inside Skydio''s Autonomy Stack - Suchet Bargoti, Skydio'
- 'You’re Not Thinking Big Enough: Rebuilding Food Systems with AI Agents - Cody Menefee, Firecrawl'
- 'From Ingestion to Agents: How AI Teams Build on Document Intelligence - Adit Abraham, Reducto'
- Modality Misalignment and Originality Attribution in Short-Form Video - Aditya Gautam, Meta
- Building the Document Context Layer for AI Agents - Jerry Liu, LlamaIndex
- The Frontier AI Inference Cloud for Agents - Byung-Gon (Gon) Chun, FriendliAI
- Operating Distributed Inference Systems at Scale - Nishant Gupta & Naman Ahuja, Meta
- Total Recall: Agent Memory and Harness Engineering - Ignacio Martinez, Oracle
- '"My name is... my name is...": A Linguistic Map for Voice Agents - Midam Kim, ServiceNow'
- Realtime Voice Agents with Frontier Intelligence - Bohan Li, EliseAI
- '1 Trillion Phone Calls/yr, 10% Error rate: The Crisis in Voice AI - Sumanyu Sharma, Hamming AI'
- 5 Voice Agent Failure Modes You'll Hit in Week One - Venky B, Plivo
- Tolan: Voice-First AI Companion - Paula Dozsa, Tolan
- How We Solved Agent Building - Andrew Qu, Vercel
- We let an AI agent execute Bash and lived to talk about it - Sarah Sanders, PostHog
- Building ambitious software - Jonathan Kelley, Dioxus Labs & Cognition
- How Armin Ronacher Uses Pi at Earendil: Bash-First Agentic Engineering
- Design at the Speed of Adjectives - Paul Bakaus, Renaissance Geek, Inc.
- 'Mousepower: agents that can’t be measured, can’t be managed. - Maximillian Piras, Yutori'
- ACP: The Universal Remote Control for AI Agents - Alex Hancock, Block
- The Spatial Harness: Bringing Agents to the Canvas - Max Drake, tldraw
- How long can your skills be before your agent forgets what you told it? - Laurie Voss, Arize AI
- 'Your agents lack context: Here''s how to fix "You''re absolutely right!" - Brandon Waselnuk, Unblocked'
- '500 Skills, Zero Fine-Tuning: LinkedIn''s Playbook for AI Agents - Ajay Prakash, LinkedIn'
- It’s Tokens All The Way Down: How RLMs are Different - Kevin Madura, AlixPartners
- Why AI Agents Need Million-Token Context - Thomas Wolf & Olive Song, MiniMax
- From coding to Knowledge work agents - Karan Vaidya, Composio
- 'Agents'' next frontier: agent-to-agent and network effects - Jean-Denis Greze, Town'
- Everyone Gets A Software Company - Benjamin Guo, Zo Computer
- Tethered: Our Agents Are Us - Shu Fang, Two Sigma
- Agent Spending Without Controls - Rodrigo Coelho & Pranav Maheshwari, Edge & Node
- 'Beyond the Lethal Trifecta: Agentic Commerce on the Open Internet - David Levine, Kiduna Club'
- 'The End of the Static Screen: Architecting Intent-Driven UX - Gus Iwanaga, commercetools'
- Multimodal Collaborative Agents for Next-Gen Commerce - Nidhi Kaushik Vyas, Google DeepMind
- Teaching agents to pay - Anna Spysz, Stripe
- 'When AI Agents Pay and Sellers Monetize: Building x402 Apps on AWS - Anil Nadiminti, AWS'
- 'Why Your AI Agent Needs a Wallet: USDC and Nanopayments - Harshal Bhangale, Circle'
- x402 isn’t good (yet) - Jan Curn, Apify
- Your Agent Just Authorized What?! - Jay Mok & Ben Coumes, Paypal
- 'AI-Native Organisations Run on Skills: How to Structure and Scale Them - Imad Touil, QuantumBlack'
- 'From AI-Assisted to AI-Native: Building a Frontier Development Team - Clare Liguori, AWS'
- How do you diffuse AI into the real world? - Varun Shenoy, Long Lake
- How to Get Your Org to Adopt Coding Agents (Without Shipping Garbage) - Eyal Blum, Figma
- The Agentic Commerce Stack - Ahnaf Prio, Best Buy
- 'Einstein Arena: Harnessing Collective Agent Intelligence for Open Science
- 'The Agent Behind the Curtain: Building the Oz Cloud Agent Platform - Safia Abdalla, Warp'
- Coding Agents Don't Scale Themselves. Neither Do Your Teams. - Patrick Debois, Tessl
- Agentic SDLC at Uber - Uday Kiran Medisetty & Adam Huda, Uber
- Building Agents Is Trivial Now, Context Is the Next Frontier - Jeff Ng, Unblocked
- 'FinOps for AI Agents: Who Spent All the Tokens? - Tisha Chawla & Susheem Koul, Microsoft'
- Give the Agent a Budget, Not a Token - Sachin Malhotra, Anthropic
- 'The Missing Layer: Design Taste in AI Agents - Hassan El Mghari, Together AI'
- Unlock Agent Autonomy: The Runtime for AI-Native Systems - Tushar Jain, Docker
- How I automate my own job at Hugging Face using agents - Niels Rogge, Hugging Face
- MCP Apps: Extending the Frontier - Ido Salomon & Liad Yosef
- 'MCP Tasks (async): Why Aren''t Any Agents Supporting Them? - Cornelia Davis, Temporal'
- The State of Model Routing - NVIDIA, Cognition, OpenRouter
- Data and Environment Curation for Post-Training LLMs - Mahesh Sathiamoorthy, Bespoke Labs
- Learning on the Job: The Future of Post-Training - Raymond Feng, Applied Compute
- 'AI on Your Lakehouse: Context Comes in Shapes, Not Queries - Zach Blumenfeld, Neo4j'
- 'Harness Engineering is not Enough: Why Software Factories Fail - Dex Horthy, HumanLayer'
- Perception Agents - Antje Barth, Amazon AGI Lab
- Active Graph Agent Runtime (BabyAGI 4) - Yohei Nakajima, Untapped Capital
- Your Moat Is Your Data Model - Mike Phipps, Gates Foundation
- Why Your Agent Disagrees With Itself (And What To Do About It) - Diane Lin, Datadog
- Your Voice Agent Doesn't Need a Frontier Model - Joel Allou & Ornella Bahidika, Microsoft
- 'From Blind Spots to Merged PRs: Continuous Agentic Performance Optimization
- 'An AI Agent Became the #1 Contributor in OpenAI''s Hiring Challenge - Zhengyao Jiang, Weco'
- Don't Ship Skills Without Evals - Philipp Schmid, Google DeepMind
- Simon Willison in conversation with Cat Wu & Thariq Shihipar, Anthropic
- WTF Is the Context Layer? The Missing Infrastructure for Production Agents
- 'From fork() to Fleet: Designing an Agent Sandbox Cloud - Abhishek Bhardwaj, OpenAI'
- 'RLM: Recursive Language Models for Large Codebases - Shashi, Superagentic AI'
- The Agentic Web and the Bazaar Era of AI - Ramesh Raskar, MIT Media Lab
- 'Stop AI Agent Hallucinations: 5 Techniques + Production Patterns - Elizabeth Fuentes, AWS'
- The Factory That Dreams: 39 AI Agents, No Framework - Rushabh Doshi, Machinecraft
- 'Design Patterns for AI Trust: Juries, Libraries, and Agent Tiers - Alex Bauer, Upside.tech'
- 'From Writing Code to Designing Systems: How the Developer Role is Changing
- 'Beyond the Harness: A Journey Towards Adaptative Engineering - Rajiv Chandegra, Annicha Labs'
- Respect The Process - Andrew Dumit, Watershed Technology Inc.
- 'WF2026: Autoresearch & Keynotes ft. Anthropic, Google DeepMind, Amazon AGI, Sonar, Arena, Recursive'
- 'WF2026: Software Factories & Keynotes ft. Microsoft, OpenAI, OpenClaw, Z.ai (GLM), MiniMax, HF'
- Building Great Agent Skills: The Missing Manual
- Deterministic Infra for Non-Deterministic AI Agents - Nishant Gupta, Meta Superintelligence Labs
- The Agentic AI Engineer - Benedikt Sanftl, Mutagent
- The Future Is Domain-Specific Agents - Justin Schroeder, StandardAgents
- The Prompt is the Platform - Dominik Tornow, Resonate HQ
- Using RL Agent to Detect and Remediate ETL Pipeline Failures - Anna Marie Benzon
- Your Agent Failed in Prod. Good Luck Reproducing It. - Tisha Chawla & Susheem Koul, Microsoft
- Your Agent Is Wasting Tokens and You Don't Know It - Erik Hanchett, AWS
- Build Systems, Not Code - Angie Jones, Agentic AI Foundation
- Recursive Coding Agents - Raymond Weitekamp, OpenProse
- 'The Production AI Playbook: Deploying Agents at Enterprise Scale - Sandipan Bhaumik, Databricks'
- Your Agent''s Biggest Lie: "I Searched the Web" - Rafael Levi, Bright Data
- The agent-ready web: Simplify user actions with WebMCP - Tara Agyemang, Google
- Why Can't Anyone Answer Questions About the Business? - Garrett Galow, WorkOS
- Your Attention Is the Bottleneck, Not Your Agents - Zack Proser, WorkOS
- RAG is dead, right?? — Kuba Rogut, Turbopuffer
- Why More Context Makes Your Agent Dumber and What to Do About It — Nupur Sharma, Qodo
- Evals Are Broken, Use Them Anyway — Ara Khan, Cline
- From MCP to Scale: Pipelines That Build Themselves — Rafael Levi, Bright Data
- LLM Observability, Evaluation, Experimentation Platform — Dat Ngo, Arize
- 'Building Agent Interfaces: Lessons from Chrome DevTools (MCP) for Agents — Michael Hablich, Google'
- Building safe Payment Infrastructure for the autonomous economy — Steve Kaliski, Stripe
- 'Dark Factory: OpenClaw Ships Faster Than You Can Read the Diff — Vincent Koc, OpenClaw'
- The Art & Science of Benchmarking Agents — Vincent Chen, Snorkel AI
- AI Engineer Melbourne 2026 Keynote Livestream | Day 2
- 'BDD, ADR, PRD, WTF: Capturing Decisions for Humans and AI Alike — Michal Cichra, Safe Intelligence'
- Benchmarking semantic code retrieval on Claude Code — Kuba Rogut, Turbopuffer
- Dynamic Workflows: How Claude Writes Its Own Harness
- Can LLMs generate Enterprise Quality Code? — Prasenjit Sarkar, Sonar
- 'Engineering voice agents: Latency, quality, and scale — Rishabh Bhargava, Together AI'
- Spec-Driven Testing for Agents With A Brain the Size of A Planet — Steven Willmott, SafeIntelligence
- How I deleted 95% of my agent skills and got better results — Nick Nisi, WorkOS
- Why (Senior) Engineers Struggle to Build AI Agents — Philipp Schmid, Google DeepMind
- Why your agents need decision traces, not just documents — Zach Blumenfeld, Neo4j
- Context Graphs for Explainable, Decision-Aware AI Agents — Andreas Kollegger & Zaid Zaim, Neo4j
- Most Enterprise Agentic Projects Are Doomed, Here's Why — Jess Grogan-Avignon & Jack Wang, Accenture
- Anthropic Just Dropped a Masterclass on Building Agent Harnesses (for Large Codebases)
- The maturity phases of running evals — Phil Hetzel, Braintrust
- Why Rust is the Ideal Language for Vibe-Coding — Daniel Szoke, Sentry
- Agentic Evaluations at Scale, For Everybody — Nicholas Kang & Michael Aaron, Google DeepMind
- Does GenAI "belong" to data scientists? — Phil Hetzel, Braintrust
- Stop babysitting your agents... — Brandon Waselnuk, Unblocked
- What the Best Agents Share — Mardu Swanepoel, Flinn AI
- Let''s Talk About FOMAT: Fear of Missing Agent Time — Michael Richman, Cmd+Ctrl
- Bounded Autonomy: Between Free Will and Determinism - Angus J. McLean, Oliver
- How Google DeepMind Runs Agents at Scale - KP Sawhney & Ian Ballantyne, Google DeepMind
- Introducing WebMCP: Agents in the Browser — RL Nabors
- 'Prompt to Pipeline: Building with Google''s Gen Media Stack — Paige & Guillaume, Google DeepMind'
- Scaling the Next Paradigm of Heterogeneous Intelligence - Adrian Bertagnoli, Callosum
- The Missing Primitive for Agent Swarms — Lou Bichard, Ona
- Fast Models Need Slow Developers — Sarah Chieng, Cerebras
- 'Lobster Trap: OpenClaw in Containers from Local to K8s and Back — Sally Ann O''Malley, Red Hat'
- Cooking with Agents in VS Code — Liam Hampton, Microsoft
- Scaling Agents on Kubernetes with acpx and ACP — Onur Solmaz, OpenClaw
- Your Coding Agent Should Do AI System Engineering — Ben Burtenshaw, Hugging Face
- Any-to-Any: Building Native Multimodal Agents - Patrick Löber, Google DeepMind
- 'Skill issue: Lessons from skilling up coding agents to use Langfuse - Marc Klingen, Clickhouse'
- Don't Build Slop (4 Levels of AI Agent Maturity) - Ara Khan, Cline
- What Breaks When You Build AI Under Sovereignty Constraints - Bilge Yücel, deepset GmbH
- Build Agents That Run for Hours (Without Losing the Plot) — Ash Prabaker & Andrew Wilson, Anthropic
- Harnesses in AI: A Deep Dive — Tejas Kumar, IBM
- Why Your AI UX Is Broken (and It's Not the Model's Fault) — Mike Christensen, Ably
- 'Agents Don''t Do Standups: Building the Post-Engineer Engineering Org — Mike Spitz, PFF'
- AIE Singapore Day 1 ft. Minister, NanoClaw, OpenAI, Google, Vercel, Cursor & more
- Connecting the Dots with Context Graphs — Stephen Chin, Neo4j
- Ship Real Agents: Hands-On Evals for Agentic Applications — Laurie Voss, Arize
- Building a Chess Coach — Anant Dole and Asbjorn Steinskog, Take Take Take
- CI/CD Is Dead, Agents Need Continuous Compute and Computers — Hugo Santos and Madison Faulkner
- Give Your Agent a Computer — Nico Albanese, Vercel
- 'A Piece of Pi: Embedding The OpenClaw Coding Agent In Your Product — Matthias Luebken, Tavon'
- 'Dark Factory: How OpenClaw Ships Faster Than You Can Read the Diff — Vincent Koc'
- Viktor: AI Coworker That Lives in Slack — Fryderyk Wiatrowski
- How we solved Context Management in Agents — Sally-Ann Delucia
- Two Roads to Durable Agents: Replay vs. Snapshot — Eric Allam, CEO, Trigger.dev
- Give Your Chat Agent a Voice — Luke Harries, Head of Growth, ElevenLabs
- Agentic Search for Context Engineering — Leonie Monigatti, Elastic
- Everything You Need To Know About Agent Observability — Danny Gollapalli & Zubin Koticha, Raindrop
- Skills at Scale — Nick Nisi and Zack Proser, WorkOS
- The Multi-Agent Architecture That Actually Ships — Luke Alvoeiro, Factory
- Accelerating AI on Edge — Chintan Parikh and Weiyi Wang, Google DeepMind
- Autonomous Coding Strategy - Codex
- Warp terminal provides integrated tools for managing multiple coding agents simultaneously
- Managing Multiple AI Coding Agents in Warp Terminal: A Complete Guide
- Ralph Loops: Build Dumb AI Loops That Ship — Chris Parsons, Cherrypick
- 'Mergeable by default: Building the context engine to save time and tokens — Peter Werry, Unblocked'
- Agents on the Canvas in tldraw — Steve Ruiz, tldraw
- Human-in-the-Loop Automation with n8n — Liam McGarrigle
- I Gave an AI Agent the Keys to My Life (Here's What Happened) — Radek Sienkiewicz (@velvetshark-com)
- Software Engineering Is Becoming Plan and Review — Louis Knight-Webb, Vibe Kanban
- Harness Engineering: How to Build Software When Humans Steer, Agents Execute - Ryan Lopopolo, OpenAI
- From Chaos to Choreography: Multi-Agent Orchestration Patterns That Actually Work - Sandipan Bhaumik
- Full Walkthrough: Workflow for AI Coding - Matt Pocock
- Jensen Huang's Open Model Manifesto: What NVIDIA's GTC Panel Reveals About AI's Real Architecture
- Stanford CS146S: The Complete Guide to AI Coding Agents (9-Part Series)
- Local AI Coding Workflow
- Inside Claude Code
- OpenClaw vs ZeroClaw vs SubZeroClaw: Choosing an Agentic Runtime
- Best Ways to Use OpenClaw
- How to Train a Model for Your Custom Agent
- The New SAAS: Vertical AI Agents
- Multi-agent Orchestration with Opus 4.6
- WISE Agent Platform MVP + Frontier 4-Pillar Architecture
- Complete Agentic RAG masterclass
- openclaw: The 72 hours disaster
- AI Mastery Hackathon - Sprints 0-2 Complete
- Remotion Agent Skills
- Agent Orchestrating : The Next Software Shift
- Specialized A.I Sales Assistants
- Agent Alex CLI Framework - Full Implementation
- AGENT THREADS
- Ralph Wiggum Loop Results: Autonomous AI Coding for 8 Hours Straight
- The Ralph Wiggum Loop: Run Your Coding Agent for Hours Autonomously
- How to Set Up Claude Code for Autonomous Long Runs
- Claude Code Sub-Agents Deep Dive
- Agent SDK POC Validation
- Atlas Development Log — AI Conference Talk Summarizer
- Atlas — Agent OS Web Scraper & Core Pipeline Milestones