Deep Reads.

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

Last Updated: Apr 16, 2026, 12:55 PM PT

Stop skipping straight to LLMs. Here is the actual NLP roadmap you need.

6 mins

Tutorial

24/7 Headless AI Server on Xiaomi 12 Pro (Snapdragon 8 Gen 1 + Ollama/Gemma4)

6 mins

Tutorial

my client's 'AI sales agent' booked 0 meetings in 2 months. i ripped it out and replaced it with something way dumber. he's at 19 booked calls a month

4 mins

Builder Story

Hooks that force Claude Code to use LSP instead of Grep for code navigation. Saves ~80% tokens

6 mins

Tutorial

anthropic just published their entire prompting playbook for free and nobody is talking about it

6 mins

Tutorial

I kept getting ads for Wispr Flow so I built my own in a few hours. Open Source

4 mins

Builder Story

Stop using Claude like a chatbot. Here are 7 ways the creator of Claude Code actually uses it.

6 mins

Tutorial

I made €2,700 building a RAG system for a law firm here's what actually worked technically

4 mins

Builder Story

I organized 200+ prompts by use case into a free browsable library — here's the link

4 mins

Builder Story

Aisnakeoil Substack

Open-world evaluations for measuring frontier AI capabilities

7 mins

Research

Amazon Engineering

Cost-efficient custom text-to-SQL using Amazon Nova Micro and Amazon Bedrock on-demand inference

6 mins

Tutorial

Amazon Engineering

How Automated Reasoning checks in Amazon Bedrock transform generative AI compliance

5 mins

Analysis

Simon Willison

Building AI Apps on a Budget: How I Pushed Supabase’s Free Tier Into a Production AI System

10 mins

Builder Story

Cloudflare Blog

AI Search: the search primitive for your agents

3 mins

News

OpenAI Engineering

Codex for (almost) everything

3 mins

News

Towards AI (Medium)

Compounding Knowledge With LLMs. Karpathy’s Wiki Pattern in Action

9 mins

Tutorial

Arxiviq Substack

Muon Dynamics as a Spectral Wasserstein Flow

7 mins

Research

Indie Hackers Blog

Show IH: I Built an AI Tool That Simulates Any Audience Before You Pitch Them

4 mins

Builder Story

Firecrawl Blog

Introducing Firecrawl web-agent: Build and Deploy Your Own Web Research Agent

3 mins

News

OpenAI Engineering

Accelerating the cyber defense ecosystem that protects us all

3 mins

News

Alibaba Cloud Engineering

Claude Managed Agent vs. OpenClaw vs. Manus

5 mins

Analysis

Alibaba Cloud Engineering

What's Coming in Apache Flink Agents 0.3

3 mins

News

Hugging Face Blog

Training and Finetuning Multimodal Embedding & Reranker Models with Sentence Transformers

6 mins

Tutorial

McKinsey Blog

Generative AI in healthcare: Adoption matures as agentic AI emerges

5 mins

Analysis

Anthropic Engineering

Introducing Claude Opus 4.7 Product Our latest Opus model brings stronger performance across coding, agents, vision, and multi-step tasks, with greater thoroughness and consistency on the work that matters most.

3 mins

News

Featured Articles

Stop skipping straight to LLMs. Here is the actual NLP roadmap you need.

24/7 Headless AI Server on Xiaomi 12 Pro (Snapdragon 8 Gen 1 + Ollama/Gemma4)

my client's 'AI sales agent' booked 0 meetings in 2 months. i ripped it out and replaced it with something way dumber. he's at 19 booked calls a month

Hooks that force Claude Code to use LSP instead of Grep for code navigation. Saves ~80% tokens

anthropic just published their entire prompting playbook for free and nobody is talking about it

I kept getting ads for Wispr Flow so I built my own in a few hours. Open Source

Stop using Claude like a chatbot. Here are 7 ways the creator of Claude Code actually uses it.

I made €2,700 building a RAG system for a law firm here's what actually worked technically

I organized 200+ prompts by use case into a free browsable library — here's the link

Open-world evaluations for measuring frontier AI capabilities

Cost-efficient custom text-to-SQL using Amazon Nova Micro and Amazon Bedrock on-demand inference

How Automated Reasoning checks in Amazon Bedrock transform generative AI compliance

Qwen3.6-35B-A3B on my laptop drew me a better pelican than Claude Opus 4.7

The Pulse: ‘Tokenmaxxing’ as a weird new trend

Cloudflare’s AI Platform: an inference layer designed for agents

Building the foundation for running extra-large language models

My cheatsheet for a clean context

Building AI Apps on a Budget: How I Pushed Supabase’s Free Tier Into a Production AI System

AI Search: the search primitive for your agents

Codex for (almost) everything

Compounding Knowledge With LLMs. Karpathy’s Wiki Pattern in Action

Muon Dynamics as a Spectral Wasserstein Flow

Show IH: I Built an AI Tool That Simulates Any Audience Before You Pitch Them

Introducing Firecrawl web-agent: Build and Deploy Your Own Web Research Agent

Accelerating the cyber defense ecosystem that protects us all

Claude Managed Agent vs. OpenClaw vs. Manus

What's Coming in Apache Flink Agents 0.3

Training and Finetuning Multimodal Embedding & Reranker Models with Sentence Transformers

Generative AI in healthcare: Adoption matures as agentic AI emerges

Introducing Claude Opus 4.7 Product Our latest Opus model brings stronger performance across coding, agents, vision, and multi-step tasks, with greater thoroughness and consistency on the work that matters most.