LabNotes
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Tracking the AI landscape during the singularity.

Major shifts in agent infrastructure, harness engineering, and the transition from models to systems. Documented in real-time as the terrain changes.

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Daily AI Research Briefing — May 26, 2026

Daily AI Research Briefing — May 25, 2026

All Model Labs Are Now Agent Labs

Daily AI Research Briefing — May 24, 2026

Daily AI Research Briefing — May 22, 2026

Daily AI Research Briefing — May 24, 2026

Daily AI Research Briefing — May 24, 2026

Daily AI Research Briefing — May 24, 2026

Daily AI Research Briefing — May 24, 2026

Daily AI Research Briefing — May 24, 2026

Daily AI Research Briefing — May 24, 2026

Daily AI Research Briefing — May 24, 2026

Daily AI Research Briefing — May 24, 2026

Daily AI Research Briefing — May 24, 2026

Daily AI Research Briefing — May 24, 2026

Daily AI Research Briefing — May 24, 2026

Daily AI Research Briefing — May 24, 2026

Daily AI Research Briefing — May 9, 2026

Daily AI Research Briefing — May 8, 2026

Daily AI Research Briefing — May 7, 2026

Daily AI Research Briefing — May 6, 2026

Daily AI Research Briefing — May 5, 2026

Daily AI Research Briefing — May 4, 2026

Daily AI Research Briefing — May 24, 2026

Daily AI Research Briefing — May 2, 2026

Daily AI Research Briefing — May 1, 2026

Daily AI Research Briefing — April 30, 2026

Daily AI Research Briefing — April 29, 2026

Daily AI Research Briefing — April 28, 2026

Daily AI Research Briefing — April 27, 2026

Daily AI Research Briefing — April 26, 2026

Daily AI Research Briefing — April 25, 2026

Daily AI Research Briefing — April 24, 2026

Daily AI Research Briefing — April 23, 2026

Daily AI Research Briefing — April 22, 2026

Daily AI Research Briefing — April 21, 2026

Daily AI Research Briefing — April 20, 2026

Daily AI Research Briefing — May 24, 2026

Hermes Agent: The Agent That Grows With You

Daily AI Research Briefing — May 24, 2026

The Two Sides of OpenClaw: What Peter Steinberger's TED Talk Didn't Show You

Claude Opus 4.7: The Vision Breakthrough Reshaping Agent Capabilities

Daily AI Research Briefing — May 24, 2026

Daily AI Research Briefing — April 16, 2026

The Death of Pull Requests: AI Coding's Impact on Code Collaboration

Daily AI Research Briefing — April 15, 2026

Daily AI Research Briefing — April 14, 2026

Daily AI Research Briefing — April 13, 2026

Daily AI Research Briefing — April 12, 2026

Daily AI Research Briefing — April 11, 2026

📡 Daily AI Research Briefing — April 10, 2026

Daily AI Research Briefing — April 9, 2026

Daily AI Research Briefing — April 8, 2026

Daily AI Research Briefing — April 7, 2026

Daily AI Research Briefing — April 6, 2026

Daily AI Research Briefing — April 5, 2026

AutoAgent

Daily AI Research Briefing — May 24, 2026

Daily AI Research Briefing — April 3, 2026

Daily AI Research Briefing — April 2, 2026

The $400K App Scaling Playbook

Daily AI Research Briefing — April 1, 2026

Daily AI Research Briefing — March 31, 2026

Agent Side Hustle School

Daily AI Research Briefing — March 30, 2026

Daily AI Research Briefing — March 29, 2026

TurboQuant and RotorQuant: The Local Agent Deployment Breakthrough

Daily AI Research Briefing — March 28, 2026

H100 Prices Melting Up — What GPU Scarcity Signals About the Agent Economy

PreText: The Library That Makes Text Layout 1000x Faster

Daily AI Research Briefing — March 27, 2026

Stripe Projects.dev and the "Everything is CLI" Agent Infrastructure Shift

Claude Cowork Dispatch with Computer Use — The Biggest Claude Launch Ever

Daily AI Research Briefing — March 26, 2026

Anthropic's Multi-Agent Harness: Generator-Evaluator Architecture

Daily AI Research Briefing — March 25, 2026

Daily AI Research Briefing — March 24, 2026

VibeProxy: Route AI Subscriptions to Coding Tools

DeerFlow: ByteDance's Super Agent Harness

Daily AI Research Briefing — March 23, 2026

Dreamer Personal Agent OS — /dev/agents Emerges from Stealth

EurekaClaw: AI Research Agent for Theorem Discovery

Daily AI Research Briefing — March 22, 2026

Dreamer Launches Sidekick: A Personal Agent Operating System

Dreamer: Quick Facts (V2)

Dreamer: Implementation Notes (V3)

Daily AI Research Briefing — March 21, 2026

Daily AI Research Briefing — March 20, 2026

Daily AI Research Briefing — March 19, 2026

Claude Cowork Dispatch — Anthropic's Answer to OpenClaw

Daily AI Research Briefing — March 18, 2026

Harness Engineering: The Research

Harness Engineering: The Fast Version

Harness Engineering: Implementation Guide

PantheonOS: The Operating System for Harness Engineering

The Harness is Everything

Daily AI Research Briefing — March 17, 2026

NVIDIA GTC 2026: Jensen Huang Bets Big on OpenClaw, Vera CPU, and $1T Sales Backlog

Agent Memory Is the New Battleground

Daily AI Research Briefing — March 16, 2026

Daily AI Research Briefing — March 15, 2026

obra/superpowers: The Agent Skills Ecosystem Explosion

A/B Testing with Agent-Built Variants (Experimental)

A/B Testing with Agent-Built Variants (Agent)

A/B Testing with Agent-Built Variants

Agent Harnesses Hit Production: The Infrastructure Maturity Wave of March 2026

Agent Memory Architectures (Experimental)

Agent Memory Architectures (Agent)

Agent Memory Architectures: How AI Agents Remember Across Sessions

Agent Memory Is the New Context Window

Agent Stack Consolidation: What GitHub's Trending Page Reveals About March 2026

Browser Agents

Browser-Use Agents: Agent-Readable Spec

Browser-Use Agents in the Playwright MCP Era

Agent Skill Ecosystems

ClawHub Skill Ecosystem: Agent-Readable Spec

ClawHub: The Agent Skill Ecosystem

Claude Code vs Codex vs Gemini CLI — The Agent Coding Wars (Experimental)

Claude Code vs Codex vs Gemini CLI — The Agent Coding Wars (Agent)

Claude Code vs Codex vs Gemini CLI — The Agent Coding Wars, March 2026

The Context Drought: Anthropic Ships 1M in GA, but the Plateau is Real

📡 Daily AI Research Briefing — March 14, 2026

Hermes vs OpenClaw

Hermes vs OpenClaw (Agent)

Hermes vs OpenClaw: Two Philosophies of Agent Orchestration

Meta Acquires Moltbook: The First Agent-Tooling Acqui-Hire (Experimental)

Meta Acquires Moltbook: The First Agent-Tooling Acqui-Hire (Agent)

Meta Acquires Moltbook: What the First Agent-Tooling Acqui-Hire Signals

OpenRouter's Hunter & Healer Models — Purpose-Built Agent Intelligence (Experimental)

OpenRouter's Hunter & Healer Models — Purpose-Built Agent Intelligence (Agent)

OpenRouter's Hunter & Healer Models — Purpose-Built Agent Intelligence

The Orchestrator Pattern: Why the Best AI Agents Don't Work Directly

The Orchestrator Pattern: Why the Best AI Agents Don't Work Directly

The Orchestrator Pattern: Why the Best AI Agents Don't Work Directly

Self-Improving Agents: Continuous Learning Loops (Experimental)

Self-Improving Agents: Continuous Learning Loops (Agent)

Self-Improving Agents: Continuous Learning Loops

Daily AI Research Briefing — March 13, 2026

Daily AI Research Briefing — March 12, 2026

Daily AI Research Briefing — March 11, 2026

Daily AI Research Briefing — March 10, 2026

Daily AI Research Briefing — March 9, 2026

Daily AI Research Briefing — March 8, 2026

Daily AI Research Briefing — March 7, 2026

Daily AI Research Briefing — March 6, 2026

Daily AI Research Briefing — March 5, 2026

Daily AI Research Briefing — March 4, 2026

OpenRAG Deployment Blocked at Docker Daemon: What 45 Minutes Revealed

Public APIs Usefulness Review: 400 APIs, 5 Tiers, 10 That Matter

API Provider Selection: Building a Testing Framework for Production AI Infrastructure

Daily AI Research Briefing — March 3, 2026

Just Rebuild It

Just Talk To It

Evaluating Large Language Models: A Framework for Production Selection

Zen and the Art of Vibe Coding

Zen and the Art of Vibe Coding

Zen and the Art of Vibe Coding

Daily AI Research Briefing — March 2, 2026

Daily AI Research Briefing — March 1, 2026

Daily AI Research Briefing — February 28, 2026

Daily AI Research Briefing — February 27, 2026

Daily AI Research Briefing — February 26, 2026

Aesthetic scoring for early childhood: Image models and prompts reviewed

API Provider Selection: Building a Testing Framework for Production AI Infrastructure

Character consistency across 34 art styles: what breaks and what holds

Reviewing ChatGPT Codex 5.3 vs Claude Opus 4.6 for core build

Image Generation API Benchmark

Image Model API Baseline

Image Model API Baseline

Image model API baseline: March 2026

Just Rebuild It

"Just Talk To It" — an early manual for agentic engineering that still holds

Just Talk To It

Model Selection Framework

Model Selection Framework

Evaluating Large Language Models: A Framework for Production Selection

Nanoclaw vs Openclaw: Which one should you deploy for your agent system

Openclaw: security and deployment best practices with Docker

Opencode: An open alternative to Claude Code

OpenRAG Deployment Blocked at Docker Daemon: What 45 Minutes Revealed

Public APIs Classification — Usefulness Review

RAG Without Hallucination

RAG Without Hallucination

RAG without hallucination: How to answer from your official documents and nothing else

RUBICON — The Counter-Agentic Architecture

The Great Acceleration

The Great Acceleration

The Great Acceleration

Tutor architecture: how we structure AI tutoring systems

Zen and the Art of Vibe Coding

The Nine-Second Database Deletion: What Agent Autonomy Costs When It Goes Wrong