Deep Reads.

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

Last Brew Time: Oct 28, 2026, 12:05 PM PT

Amazon Engineering

Building an Agentic AI Platform on Amazon Bedrock AgentCore

3 mins

Others

Amazon Engineering

Distributed training with Ray Train DLCs and EFA on EKS

3 mins

Others

Amazon Engineering

Accelerating software delivery with agentic QA automation using Amazon Nova Act – Part 3

3 mins

Others

Towards AI (Medium)

A 46K-Parameter Gate Cuts Prompt Injection to 10%, and a Robot Trained Only in Simulation Hits 96.7% on Real Tasks

3 mins

Others

Simonwillison Substack

GitHub Octoverse 2026

9 mins

Others

The AI Corner

“Datapreneur” Has Been Invented 4 Times. Only 2 Versions Make Money.

3 mins

Others

Data Science Collective (Medium)

You Don’t Write PHP. PHP2Shell Is Still Your Problem, Even in Rust and C++

3 mins

Others

Data Science Collective (Medium)

The 17GB Version Scored the Same as the 55GB Original. Which Model File Should You Download?

3 mins

Others

Data Science Collective (Medium)

A Guy Found a Possible New Planet Using Claude

9 mins

Others

Towards AI (Medium)

Extract Anything From Anywhere: Building Document AI Pipeline with GLINER Beyond Zero Shot

9 mins

Others

a16z News

The New Security Agenda

3 mins

Others

Oreillyradar Substack

Are You Getting Your Money’s Worth From AI?

3 mins

Others

Scale AI Edge

Introducing DualChem

3 mins

Others

ByteByteGo

How Uber Built A Gateway For AI Agents To Access Tools

3 mins

Others

Simonw Substack

The October inflection point for vibe game development

3 mins

Others

Boringbot Substack

A 3 minute peek into what our FDEs built

3 mins

Others

Towards AI (Medium)

Your Agent Loop Doesn’t Need an LLM for Every Decision

9 mins

Others

Hugging Face Blog

NVIDIA Nemotron 3.5 Transcribe and Granary v2: Intelligent Multilingual Transcription You Can Prompt and Adapt

3 mins

Others

Kenhuangus Substack

Why Alignment Alone Cannot Secure AI Agents

3 mins

Others

Argmin Substack

Off to the Races

3 mins

Others

Towards AI (Medium)

How AI Generates Video: Inside Sora and Wan2.1 on a Real GPU

10 mins

Others

KDnuggets

Access Multiple AI Models in Your Python Apps Using OpenRouter

3 mins

Others

Simonwillison Substack

The October inflection point for vibe game development

9 mins

Others

Highlearningrate Substack

LFM3 Shrinks Local Agents - 2026-10-28

3 mins

Others

Towards AI (Medium)

A Language Model, Built One Token at a Time

9 mins

Others

Interconnects

Artificial Analysis v5 and the benchmarker's dilemma

3 mins

Others

Erogol Substack

Machine Learns - 80

3 mins

Others

Interestingengineering Substack

Voight-Kampff, Pass^k and The Credit Memo

3 mins

Others

Turingpost Substack

Better AI Decisions Need More Than Better Models

3 mins

Others

Thezvi Substack

Anthropic Files Its S-1

3 mins

Others

Lenny's Newsletter

Grok vs. Dot vs. Muse vs. Claude Duet: which one crushes the competition?

3 mins

Others

Theagentarchitect Substack

Most AI Agent Strategy Isn't Strategy

3 mins

Others

Towards AI (Medium)

Demystifying the ML Engine

10 mins

Others

KDnuggets

Can This Open-Source Model Beat AI Detectors? Let’s Test It Locally

3 mins

Others

KDnuggets

Which Local LMs are Best For Which Tasks

3 mins

Others

Theneuralmaze Substack

Error Analysis for Durable Agents

3 mins

Others

Thesequence Substack

The Sequence Learning Loop - Issue #960: Last Week in AI Infrastructure

3 mins

Others

Scale AI Edge

Scale's Long-term Investment in Qatar

3 mins

Others

Simonwillison Substack

Quoting Terk Terkowitz

4 mins

Others

OpenAI Engineering

The future of the firm

3 mins

Others

Therundownai Substack

Google’s AI worlds can now talk back

3 mins

Others

Aisupremacy Substack

How to use Claude AI for Investing and Equity Research

3 mins

Others

Theslowai Substack

Anthropic Wrote 8,500 Rules for Its AI. Here Is How to Write Yours.

3 mins

Others

Machinelearningatscale Substack

I Was Half Right About Design Docs

3 mins

Others

Aieworks Substack

Lesson 25: LLM-as-Judge

3 mins

Others

Arxiviq Substack

TokenRouter: Efficient Serving System for Token-Level LLM Routing

3 mins

Others

Towards AI (Medium)

I Ran One Local Agent for 22 Hours on a Single DGX Spark. It Timed Out 1,330 Times.

10 mins

Others

Towards AI (Medium)

Vibe Coders Get a Lot of Shit From Old-School Developers.

3 mins

Others

Towards AI (Medium)

Does Instagram Listen Through Your Mic?

3 mins

Others

Aiengineeringinsider Substack

Cracking the Generative AI Engineering Interview 2026 (Version II)

3 mins

Others

Alibaba Cloud Blog

Quên: The AI Memory That Knows Exactly What to Forget

3 mins

Others

Superhumanai Substack

Google reveals its most realistic world model yet

3 mins

Others

LangChain Blog

Building Evidence-Grounded Agent Memory with OpenWiki and Graphs

3 mins

Others

LangChain Blog

Why aren’t you building proactive agents yet?

3 mins

Others

Claude Blog

Article Oct 28, 2026 Smart reports, surveys, and pooled group budgets for Claude Enterprise In many organizations, members have identified the unique work that Claude can unlock. The next step is expanding that work to every team. Claude Enterprise

3 mins

Others

Claude Blog

Article Oct 28, 2026 IDC brings Quanta into Claude and adopts Claude across the company IDC integrated Claude as part of its Quanta platform, and it has rolled Claude out across its own business Claude Cowork Claude Code 1 more : Claude Enterprise Claude Enterprise

3 mins

Others

Claude Blog

Article Oct 28, 2026 Introducing artifacts for legal work Claude for Legal now includes ready-to-use artifacts for legal work that teams can adapt with their own data and connectors, and share across the business. Claude Enterprise

3 mins

Others

Alibaba Cloud Blog

We Handed QwenWork 20 Real Tasks: See How It Solved Every One

3 mins

Others

Alibaba Cloud Blog

From Idea to Incorporated: How Corpus Formation Autopilot Turns Plain Language Into a Company

3 mins

Others

Alibaba Cloud Blog

Agent as a Service: The Service Architecture Powering Personal Agents and Enterprise Agents

3 mins

Others

Alibaba Cloud Blog

Digital Employees or Digital Twins? Improving End-to-End Software Delivery in Practice

3 mins

Others

Alibaba Cloud Blog

Rewrite One Reading Passage at Three Reading Levels with QwenWork

3 mins

Others

Alibaba Cloud Blog

Grade a Stack of Essays Against Your Own Rubric with QwenWork

3 mins

Others

Alibaba Cloud Blog

Turn a One-Page Syllabus into a Semester of Lesson Plans with QwenWork

3 mins

Others

Alibaba Cloud Blog

Write a Five-Touch Outbound Sequence That Doesn't Sound Like Spam with QwenWork

3 mins

Others

Alibaba Cloud Blog

Turn Raw Experiment Results into Publication-Ready Figures with QwenWork

3 mins

Others

Supabase Blog

Automate your Supabase backend with Make

3 mins

Others

Supabase Blog

OrioleDB public beta: a Postgres storage engine for update-heavy tables

3 mins

Others

Firecrawl Blog

Introducing Directory: free recruiting data for ChatGPT and Claude

3 mins

Others

Theaiengineer Substack

Mac Studio vs DGX Spark vs RTX 5090

3 mins

Others

Seantrott Substack

My mental model of how LLMs work

3 mins

Others

Youssefh Substack

LLM Roadmap 3rd Edition: 31 Chapters, 480 pages & 617 Resources and Projects

3 mins

Others

Harryfloyd Substack

What Is Prompt Injection? How to Stop a Tricked AI Agent Leaking Your Data

3 mins

Others

Google Cloud Blog — Compute

Introducing VMware solution on Google Cloud

9 mins

Others

Simonwillison Substack

Game Boy Color on My Conference Badge

6 mins

Others

Bretkerr Substack

The Card is the Cheap Part

3 mins

Others

The Diligence Stack

Executive Interview: Arm’s Mohamed Awad on the Agentic CPU

3 mins

Others

Pirate Wires Technology

Anduril Unveils American-Made Laptop

3 mins

Others

Featured Articles

Building an Agentic AI Platform on Amazon Bedrock AgentCore

Distributed training with Ray Train DLCs and EFA on EKS

Accelerating software delivery with agentic QA automation using Amazon Nova Act – Part 3

[Day 35/100] Embeddings for AI Agent Memory: What Similarity Search Gets Wrong

Continuously Optimizing AI Agent Prompts in Production

PODCAST — Continuously Optimizing AI Agent Prompts in Production

Genie Four, vLLM's Tool-Call Fix, and Anthropic's IPO — October 28, 2026

NVIDIA Nemotron 3.5 Transcribe

[Day 34/100] Episodic, Semantic, and Procedural Memory in AI Agents

Gemini 4 Carbon: Our next frontier model

A 46K-Parameter Gate Cuts Prompt Injection to 10%, and a Robot Trained Only in Simulation Hits 96.7% on Real Tasks

GitHub Octoverse 2026

“Datapreneur” Has Been Invented 4 Times. Only 2 Versions Make Money.

You Don’t Write PHP. PHP2Shell Is Still Your Problem, Even in Rust and C++

The 17GB Version Scored the Same as the 55GB Original. Which Model File Should You Download?

A Guy Found a Possible New Planet Using Claude

Extract Anything From Anywhere: Building Document AI Pipeline with GLINER Beyond Zero Shot

The New Security Agenda

Are You Getting Your Money’s Worth From AI?

Introducing DualChem

How Uber Built A Gateway For AI Agents To Access Tools

The October inflection point for vibe game development

A 3 minute peek into what our FDEs built

Your Agent Loop Doesn’t Need an LLM for Every Decision

NVIDIA Nemotron 3.5 Transcribe and Granary v2: Intelligent Multilingual Transcription You Can Prompt and Adapt

Why Alignment Alone Cannot Secure AI Agents

Off to the Races

How AI Generates Video: Inside Sora and Wan2.1 on a Real GPU

Access Multiple AI Models in Your Python Apps Using OpenRouter

The October inflection point for vibe game development

LFM3 Shrinks Local Agents - 2026-10-28

A Language Model, Built One Token at a Time

Artificial Analysis v5 and the benchmarker's dilemma

Machine Learns - 80

Voight-Kampff, Pass^k and The Credit Memo

Better AI Decisions Need More Than Better Models

Anthropic Files Its S-1

Grok vs. Dot vs. Muse vs. Claude Duet: which one crushes the competition?

Most AI Agent Strategy Isn't Strategy

Demystifying the ML Engine

Can This Open-Source Model Beat AI Detectors? Let’s Test It Locally

Which Local LMs are Best For Which Tasks

Error Analysis for Durable Agents

The Sequence Learning Loop - Issue #960: Last Week in AI Infrastructure

Scale's Long-term Investment in Qatar

Quoting Terk Terkowitz

The future of the firm

Google’s AI worlds can now talk back

How to use Claude AI for Investing and Equity Research

Anthropic Wrote 8,500 Rules for Its AI. Here Is How to Write Yours.

I Was Half Right About Design Docs

Lesson 25: LLM-as-Judge

TokenRouter: Efficient Serving System for Token-Level LLM Routing

I Ran One Local Agent for 22 Hours on a Single DGX Spark. It Timed Out 1,330 Times.

Vibe Coders Get a Lot of Shit From Old-School Developers.

Does Instagram Listen Through Your Mic?

Cracking the Generative AI Engineering Interview 2026 (Version II)

Quên: The AI Memory That Knows Exactly What to Forget

Google reveals its most realistic world model yet

Building Evidence-Grounded Agent Memory with OpenWiki and Graphs

Why aren’t you building proactive agents yet?

Article Oct 28, 2026 Smart reports, surveys, and pooled group budgets for Claude Enterprise In many organizations, members have identified the unique work that Claude can unlock. The next step is expanding that work to every team. Claude Enterprise

Article Oct 28, 2026 IDC brings Quanta into Claude and adopts Claude across the company IDC integrated Claude as part of its Quanta platform, and it has rolled Claude out across its own business Claude Cowork Claude Code 1 more : Claude Enterprise Claude Enterprise

Article Oct 28, 2026 Introducing artifacts for legal work Claude for Legal now includes ready-to-use artifacts for legal work that teams can adapt with their own data and connectors, and share across the business. Claude Enterprise

We Handed QwenWork 20 Real Tasks: See How It Solved Every One

From Idea to Incorporated: How Corpus Formation Autopilot Turns Plain Language Into a Company

Agent as a Service: The Service Architecture Powering Personal Agents and Enterprise Agents

Digital Employees or Digital Twins? Improving End-to-End Software Delivery in Practice

Rewrite One Reading Passage at Three Reading Levels with QwenWork

Grade a Stack of Essays Against Your Own Rubric with QwenWork

Turn a One-Page Syllabus into a Semester of Lesson Plans with QwenWork

Write a Five-Touch Outbound Sequence That Doesn't Sound Like Spam with QwenWork

Turn Raw Experiment Results into Publication-Ready Figures with QwenWork

Automate your Supabase backend with Make

OrioleDB public beta: a Postgres storage engine for update-heavy tables

Introducing Directory: free recruiting data for ChatGPT and Claude

Mac Studio vs DGX Spark vs RTX 5090

My mental model of how LLMs work

LLM Roadmap 3rd Edition: 31 Chapters, 480 pages & 617 Resources and Projects