Deep Reads.

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

Last Updated: Apr 23, 2026, 10:34 AM PT

Featured Articles

reddit

Building my own Diffusion Language Model from scratch was easier than I thought

6 mins
Tutorial
reddit

How to manage "Context Rot" in Claude Code (Anthropic's recommended workflow)

6 mins
Tutorial
reddit

Why I Stopped Building Autonomous Agents for Clients

4 mins
Builder Story
reddit

I was constantly hitting Claude's 5-hour usage limit. These 9 habits effectively tripled my capacity (without upgrading my plan).

6 mins
Tutorial
reddit

Drop your SaaS and I'll tell you how I'd try to get your first 100-500 users

4 mins
Builder Story
reddit

Found a GitHub repo (20K+ stars) that turns AI agents into a full marketing team - tested it on a beauty product

4 mins
Builder Story
reddit

Spent a weekend actually understanding and building Karpathy's "LLM Wiki" - here's what worked, what didn't

6 mins
Tutorial
How Anthropic’s product team moves faster than anyone else | Cat Wu (Head of Product, Claude Code)
Lenny's Newsletter

How Anthropic’s product team moves faster than anyone else | Cat Wu (Head of Product, Claude Code)

5 mins
Analysis
Towards AI (Medium)

Beyond OCR: My Journey Testing 10+ Models to Extract Structured Data from PDFs and Images

6 mins
Tutorial
Data Science Collective (Medium)

The 3rd Generation of Agents: How “Harness Engineering” Changed Games Again

9 mins
Analysis
The Neuron AI

Everything Google announced at Cloud Next '26 so far

4 mins
News
The Neuron AI

OpenAI's Agent Week: Workspace Agents, Codex for (almost) Everything, and Images 2.0

3 mins
News
Towards AI (Medium)

Anthropic Launched a Flagship While Admitting It Has Something Scarier in Reserve

10 mins
Analysis
Towards AI (Medium)

Prose Is a Suggestion. Agent Harnesses Need Cages.

10 mins
Analysis
McKinsey Blog

Reimagining tech infrastructure for (and with) agentic AI

5 mins
Analysis
Accepted by Top Conferences! Multiple Alibaba Cloud Achievements Improve O&M Intelligence Accuracy and Efficiency
Alibaba Cloud Engineering

Accepted by Top Conferences! Multiple Alibaba Cloud Achievements Improve O&M Intelligence Accuracy and Efficiency

7 mins
Research
Sharing a few LLM security resources we built while testing AI APIs
Indie Hackers Blog

Sharing a few LLM security resources we built while testing AI APIs

4 mins
Builder Story
Data Science Collective (Medium)

Fine-Tuning Without the PhD: PyTorch + Accelerate + Trackio

6 mins
Tutorial
Shopify’s AI Phase Transition: 2026 Usage Explosion, Unlimited Opus-4.6 Token Budget, Tangle, Tangent, SimGym — with Mikhail Parakhin, Shopify CTO
Latent Space

Shopify’s AI Phase Transition: 2026 Usage Explosion, Unlimited Opus-4.6 Token Budget, Tangle, Tangent, SimGym — with Mikhail Parakhin, Shopify CTO

5 mins
Analysis
Amazon SageMaker AI now supports optimized generative AI inference recommendations
Amazon Engineering

Amazon SageMaker AI now supports optimized generative AI inference recommendations

3 mins
News
Get to your first working agent in minutes: Announcing new features in Amazon Bedrock AgentCore
Amazon Engineering

Get to your first working agent in minutes: Announcing new features in Amazon Bedrock AgentCore

3 mins
News
Qwen3.6-27B: Flagship-Level Coding in a 27B Dense Model
Simon Willison

Qwen3.6-27B: Flagship-Level Coding in a 27B Dense Model

4 mins
News