Deep Reads.

Top-tier AI blogs, technical tutorials, and research analysis written by the people shaping the industry.

Last Brew Time: Oct 13, 2026, 11:03 AM PT

Featured Articles

Getting started with the Supabase .NET SDK

Introducing the unified Supabase .NET SDK

[Day 29/100] LangGraph Subgraphs: How to Split One Agent Into a Team

Title: The PC Downturn Is an AI Supply Story

Manage private pricing offers for Amazon Bedrock with managed entitlements

Run fast, private agents on-device with LFM2.5-24B-A2B

NVIDIA Researchers Argue Your AI Agent Is Overpaying 10–30x.

CASTLE: training natural language search before the first real query

TAI #226: The AI Model Race Needs Better Tests

Meta's Memory Agent, Anthropic's AI Worm, and Maia 300 — October 13, 2026

Decision Models, Muse's Mistake, and Idle Clusters — October 12, 2026

Swift 1.5 vs ThinkingCap 3.8 vs Qwen3.8 27B: Accuracy and Token Efficiency

Under the hood, off the hot path: How D1 scales to millions of databases

When Architecture Decisions Actually Apply

If you write with AI, this is the comparison you need

Building resilient AI-powered software, and planning for when things go wrong

Natural language security queries at Orca Security using Amazon Bedrock

Gemini 4 Argon for Robotics

Gemini 4 Argon: Built to solve your hardest problems

Preparing chip designers for the nanostack era

Gemini 4 Argon available on Google Cloud, built to help solve your business’ hardest problems

How ShipStation Global built an AI IT help desk on Amazon Bedrock AgentCore

Build long-horizon agents with Grok 4.7 on Amazon Bedrock

Rewinding the exponential: How we keep hardware usage down

How the Math Used in 19th-Century Heat Physics Helps LLMs Understand Sentences

Mixture-of-Experts kernel engineering on Amazon SageMaker AI

Advanced RAG Chunking: Hierarchical, Semantic, and Contextual Retrieval

The $108 Billion AI Opportunity for Specialty Practices

Arguments About AI Consciousness Remain Highly Motivated and At Best Overconfident

The Roadmap to Mastering Agentic AI Systems in 2026

Your cheap agent doesn't know when to ask for help. A 24-state table does.

Quoting Geoffrey Huntley

Why could the same AI rebuild a 16,000-line program without seeing its code, yet fail to customize a library for METR? The answer shapes what you hand it.

Runway: Learning From Watching the World

Making AI-driven chip design affordable with open agent factories and distributed inference at scale

Can a 0.8B Model Learn Which Newsletters I Want?

The Sequence Knowledge - Issue 949: Learning RSI: AI Is Helping Build AI. Who Sets the Agenda?

Does Learning Protein Folding Generalize to Broader Reasoning?

Supervision Was Already in the Chart: What RT-Super Does and Does Not Improve

Stop Scoring Agents Zero at 90% Done

Anthropic’s Safety Architecture is an Appropriability Architecture

Redesigning source control at Anthropic

EXCHANGES

Claude Code Projects: Coordinator, Threads, and Limits

How We Made Qoder IDE Smoother with 39 Optimizations

How TNG Digital's Data Chief Got 400+ People to Trust the Same Number

Vibe Check: Gemini 4 Argon Puts Google Back On the Frontier

Building Long-Running Agents with ScaleDown and Deep Agents

LLM Token Optimization: 9 Techniques in the Order to Apply Them

Cowork Cloud VM vs ADP Claw: How Enterprises Should Choose

Ship changes to your Supabase backend with Grok Bot

Ant Group Builds Enterprise-Wide AI Infrastructure with QwenWork

How Orange Business Built Live Intelligence on LangChain and LangSmith

Search agent traces by behavior with AI Search in LangSmith

Replit's CEO Got Canceled for Killing Code in 2025. A Year Later, He Was Right.

OpenAI Fires Three Safety Researchers

What is a self-scaling benchmark? Coding agents now write the bugs they're graded on

Observability Watches, Evaluation Judges, Benchmarking Ranks

Zero to Agent in 30 Minutes: Build a Personal Assistant on OpenClaw