AI
Everything about artificial intelligence - models, agents, tools, and how to build with them.
82 resources - 45 posts, 33 tools, 4 guides
Blog Posts
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How to Build MCP Servers in TypeScript
A step-by-step guide to building Model Context Protocol servers in TypeScript. Project setup, tool registration, resources, testing with Claude Code, and production patterns.
14 min read
Transformers.js: Run AI Models Directly in the Browser
Transformers.js lets you run machine learning models in the browser with zero backend. Here is how to use it for text generation, speech recognition, image classification, and semantic search.
7 min read
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What is RAG? Retrieval Augmented Generation Explained
How RAG works, why it matters, and how to implement it in TypeScript. The technique that lets AI models use your data without fine-tuning.
8 min read
Claude Code Loops: Recurring Prompts That Actually Run
Claude Code now has a native Loop feature for scheduling recurring prompts - from one-minute intervals to three-day windows. Fix builds on repeat, summarize Slack channels, email yourself Hacker News digests. All from the CLI.
6 min read
OpenAI's GPT 5.4 in 10 Minutes
State-of-the-art computer use, steerable thinking you can redirect mid-response, and a million tokens of context. GPT 5.4 is OpenAI's most capable model yet.
8 min read
Claude Code: Remote Control, Auto Memory, Plugins & More
Anthropic dropped a batch of updates across Claude Code and Cowork - remote control from your phone, scheduled tasks, plugin repos, auto memory, and stats showing 4% of GitHub public commits now come from Claude Code.
5 min read
Mercury 2: The LLM That Doesn't Generate Like an LLM
Inception Labs shipped the first reasoning model built on diffusion instead of autoregressive generation. Over 1,000 tokens per second, competitive benchmarks, and a fundamentally different approach to how AI generates text.
8 min read
Claude Code Worktrees: Parallel Development Without the Chaos
Anthropic brought git worktrees to Claude Code. Spawn multiple agents working on the same repo simultaneously - no merge conflicts, no context pollution, and your main branch stays clean.
6 min read
Claude Sonnet 4.6: Approaching Opus at Half the Cost
Anthropic's Sonnet 4.6 narrows the gap to Opus on agentic tasks, leads computer use benchmarks, and ships with a beta million-token context window. Here's what actually changed.
6 min read
Claude Opus 4.6: Anthropic's Smartest Model Gets Agent Teams
Million-token context, agent teams that coordinate without an orchestrator, and benchmark scores that push the frontier. Opus 4.6 is Anthropic's biggest model drop yet.
8 min read
Why Claude Code Won: Unix Philosophy Meets AI Agents
Claude Code's popularity isn't an accident. It's built on bash, grep, and text files - tools with decades of stability. While competitors build on fragile abstractions, Claude Code bets on the Lindy effect.
12 min read
Cowork: Claude Code for Everyone, Not Just Developers
Anthropic built Cowork in 1.5 weeks - a Claude Code wrapper that brings agentic AI to non-developers. Presentations, documents, project plans. Same power, no terminal required.
8 min read
Progressive Disclosure: How Claude Code Cut Token Usage by 98%
CloudFlare, Anthropic, and Cursor independently discovered the same pattern: don't load all tools upfront. Let agents discover what they need. The results are dramatic.
10 min read
Self-Improving Skills: Claude Code That Learns From Every Session
Claude Code skills can now reflect on sessions, extract corrections, and update themselves with confidence levels. Your agent gets smarter every time you use it.
7 min read
Interview Mode: Let Claude Code Ask the Questions First
The best Claude Code sessions start with questions, not code. Spec-driven development forces requirements discovery upfront - interview first, spec second, code last.
5 min read
Claude Code + Chrome: AI Agents That Use Your Browser
Claude Code can now control Chrome using your existing authenticated sessions. No API keys needed. Gmail, Sheets, Figma - your agent works across tabs like you do.
7 min read
Continual Learning in Claude Code: Memory That Compounds
Skills turn Claude Code sessions into persistent memory. Successes and failures get captured, progressively disclosed, and shared across teams. Your agent remembers.
7 min read
The Ralph Loop: Running Claude Code For Hours Autonomously
Claude Opus 4.5 ran autonomously for 4 hours 49 minutes using stop hooks and the Ralph Loop pattern. Walk away, come back to completed work. Here's how it works.
10 min read
The Bitter Lesson: How We Build and What We Build Is About to Change
General methods that leverage computation are ultimately the most effective - and by a large margin.
8 min read
Magic Patterns: Why Design Wins in a World of AI Code Generators
Every AI-generated site looks the same. The gradients.
8 min read
Zed: The Open Source Agentic IDE
Zed is not another Electron-based editor. It's built from the ground up in Rust, which means real performance without the memory bloat that plagues other IDEs.
8 min read
Claude Opus 4.5: Anthropic's Most Intelligent Model
Anthropic has released Claude Opus 4.5, positioning it as their most capable model yet for coding agents and computer use. The release brings significant price cuts, efficiency gains, and enough au...
5 min read
The Agentic Development Tech Stack for 2026
Coding changed more in the past two years than in the previous decade. We moved from manual typing to autocomplete, then to multi-file edits.
12 min read
Antigravity: Google's Agentic Code Editor
Antigravity marks the first release from a team that originated at Windsurf. After selling non-exclusive IP rights, the founding members joined Google and built this product on top of that foundation.
7 min read
Streamline Your Git Workflow with GitKraken and Claude Code
GitKraken Desktop bridges this gap. It is a visual Git client that shows you exactly what is happening in your repository, combined with AI that automates tedious tasks so you can stay in flow.
7 min read
Cursor 2.0 & Composer: The Fastest AI Coding Model
Cursor just dropped their first in-house model. Composer is 4x faster than similar models and completes most coding tasks in under 30 seconds. Here's what actually changed and why it matters.
4 min read
Windsurf SWE-1.5 Launches Same Day as Cursor 2.0
On October 29th, both Cursor and Windsurf dropped their first in-house models on the same day. Composer vs SWE-1.5. Here's what the benchmarks actually show.
8 min read
C
Claude Skills: A technical deep dive into Anthropic's new approach to AI context management
A comprehensive look at Claude Skills-modular, persistent task modules that shatter AI's memory constraints and enable progressive, composable, code-capable workflows for developers and organizations.
8 min read
NVIDIA Nemotron Nano 2 VL: Open Source Vision-Language Model
NVIDIA's Nemotron Nano 2 VL delivers vision-language capabilities at a fraction of the computational cost. This 12-billion-parameter open-source model processes videos, analyzes documents, and reas...
5 min read
Kimi K2: Fast, Cheap, and Efficient Coding
Two months ago, I built Open Lovable with Claude Sonnet 4. Today, Kimi K2 runs the show.
7 min read
Emergent Labs: Build Production-Ready Apps Through Conversation
Emergent Labs represents a shift in how development teams approach application prototyping. Instead of writing boilerplate or configuring infrastructure, you describe what you need in plain languag...
7 min read
Build a Full Stack AI SaaS Application in 60 Minutes
Building a full-stack AI SaaS application no longer requires months of development. The right combination of managed services and AI coding tools can compress what used to be weeks of work into a s...
15 min read
OpenAI Dev Day 2025: Everything Announced
OpenAI is turning ChatGPT into a hub. The new Apps feature lets you access external services directly inside conversations.
4 min read
Anthropic Sonnet 4.5 in Claude Code
Anthropic's Claude Sonnet 4.5 isn't just another model increment. The company claims they've observed it maintaining focus for more than 30 hours on complex multi-step tasks.
7 min read
Magic Patterns: Effortless UI Design with AI
Most AI design tools try to replace your entire stack. Magic Patterns takes a different approach.
6 min read
Warp 2.0: The Agentic Development Environment
Warp 2.0 reimagines what a development environment should look like in the agentic era. Instead of bolting AI onto existing IDE paradigms - files on the left, terminal at the bottom, chat panel on th...
7 min read
Grok Code Fast 1: xAI's Speed-Optimized Coding Model
xAI's Grok Code Fast 1 arrives with a specific mission: eliminate the friction in agentic coding workflows. While models like GPT-5, Claude 4, and Gemini 2.5 Pro deliver impressive benchmark scores...
7 min read
Deep Agent: Build Full-Stack Apps in Minutes
Deep Agent by Abacus AI is not another code completion tool. It is a full-stack development platform that generates complete applications from a single prompt, runs them on actual cloud infrastruct...
7 min read
Kombai: AI That Beats Claude and Gemini on Front-End Tasks
Most AI app builders suffer from the same problem: they all look identical. Linear gradients, thick fonts, emojis everywhere.
8 min read
GPT-5: OpenAI's Most Capable Model
GPT-5 introduces a fundamentally different approach to inference. Instead of forcing developers to manually configure reasoning parameters, the model operates as a unified system with real-time rou...
7 min read
Open Lovable: Re-Imagine Websites in Seconds
Rebuilding or redesigning an existing website typically means starting from scratch. You audit the content, wireframe new layouts, and spend hours translating ideas into code.
5 min read
GPT-OSS: OpenAI's First Open Source Model
OpenAI has released its first open-weight models in over five years. GPT-OSS 12B and GPT-OSS 20B are now available under the Apache 2.0 license, marking a significant shift in strategy for the comp...
6 min read
Augment's Task List: AI-Powered Development Planning
AI coding assistants have a control problem. Ask one to 'add authentication' and watch it spiral - generating dozens of files, implementing features you never requested, and restructuring core projec...
6 min read
Claude Code Sub Agents: Parallel AI Development
Anthropic's Claude Code now supports sub agents - specialized AI workers you can deploy for specific development tasks. Instead of cramming every instruction into a single system prompt, you build a ...
6 min read
Qwen 3 Coder: Alibaba's Coding-Optimized LLM
Alibaba's Qwen team has released Qwen 3 Coder, a 480-billion-parameter mixture-of-experts model that sets a new bar for open-source coding assistants. With 35 billion active parameters and support ...
5 min read
Related Tools
All tools →Claude Code
Daily DriverAnthropic's agentic coding CLI. Runs in your terminal, edits files autonomously, spawns sub-agents, and maintains memory across sessions. Powered by Claude Opus 4.
AI CodingCursor
EssentialAI-native code editor forked from VS Code. Composer mode rewrites multiple files at once. Tab autocomplete predicts your next edit. Pro plan is $20/mo.
AI CodingOpenAI Codex
216K viewsOpenAI's cloud coding agent. Runs in a sandboxed container, reads your repo, executes tasks, and submits PRs. Uses GPT-5.3 (codex model). Available in ChatGPT.
AI CodingGemini CLI
FreeGoogle's open-source coding CLI. Free tier with Gemini 2.5 Pro. Supports tool use, file editing, shell commands. 1M token context window.
AI CodingGitHub Copilot
328K viewsThe original AI coding assistant. 77M+ developers. Inline completions in VS Code and JetBrains. Copilot Workspace generates full projects from issues. $10/mo.
AI CodingLovable
68K viewsAI app builder - describe what you want, get a deployed full-stack app with React, Supabase, and auth. No coding required. Free tier available.
AI CodingWindsurf
Codeium's AI-native IDE. Cascade agent mode handles multi-file edits autonomously. Free tier with generous limits. Strong alternative to Cursor.
AI Codingv0
Vercel's generative UI tool. Describe a component, get production-ready React code with shadcn/ui and Tailwind. Iterate by chatting. Free to try.
AI CodingBolt
StackBlitz's in-browser AI app builder. Full-stack apps from a prompt - runs Node.js, installs packages, and deploys. No local setup needed.
AI CodingDevin
Cognition Labs' autonomous software engineer. Handles full tasks end-to-end - reads docs, writes code, runs tests, and submits PRs in an isolated sandbox.
AI CodingAider
Open-source AI pair programming in your terminal. Works with any LLM - Claude, GPT, Gemini, local models. Git-aware editing with automatic commits.
AI CodingContinue.dev
Open-source AI code assistant for VS Code and JetBrains. Bring your own model - local or API. Tab autocomplete, chat, inline edit. Fully customizable.
AI CodingZed
High-performance code editor built in Rust with native AI integration. Sub-millisecond input latency. Built-in assistant supports Claude, GPT, and local models.
AI CodingReplit Agent
Full-stack AI dev environment in the browser. Describe an app, get a deployed project with database, auth, and hosting. No local setup needed.
AI CodingSourcegraph Cody
AI coding assistant with deep codebase context. Indexes your entire repo graph for accurate answers. VS Code and JetBrains extensions. Free tier available.
AI CodingVercel AI SDK
EssentialThe TypeScript toolkit for building AI apps. Unified API across OpenAI, Anthropic, Google. Streaming, tool calling, structured output, multi-step agents. 50K+ GitHub stars.
AI FrameworksClaude Agent SDK
NewAnthropic's Python SDK for building production agent systems. Tool use, guardrails, agent handoffs, and orchestration. Released alongside Claude 4.
AI FrameworksLangChain / LangGraph
Most popular LLM framework. 100K+ GitHub stars. Chains, RAG, vector stores, tool use. LangGraph adds stateful multi-agent workflows with cycles and persistence.
AI FrameworksComposio
Gives AI agents access to 250+ external tools (GitHub, Slack, Gmail, databases) with managed OAuth. Handles the auth and API complexity so your agent doesn't have to.
AI FrameworksOpenAI Agents SDK
Lightweight Python framework for multi-agent systems. Agent handoffs, tool use, guardrails, tracing. Successor to the experimental Swarm project.
AI FrameworksCrewAI
Multi-agent orchestration framework. Define agents with roles, goals, and tools, then assign them tasks in a crew. Python-based. Great for complex workflows.
AI FrameworksMastra
TypeScript-first AI agent framework. Workflows, RAG, tool use, evals, and integrations. Built for production Node.js apps. Open-source.
AI FrameworksLlamaIndex
LLM data framework for connecting custom data sources to language models. Best-in-class RAG, data connectors, and query engines. Python and TypeScript.
AI FrameworksWispr Flow
AI voice dictation for macOS. Works in any app - code editors, browsers, notes. Understands context and formats output appropriately. Faster than typing for prose.
ProductivityClaude
Daily DriverAnthropic's AI. Opus 4.6 for hard problems, Sonnet 4.6 for speed, Haiku 4.5 for cost. 200K context window. Best coding model I've tested. Max plan ($200/mo).
AI ModelsChatGPT
OpenAI's flagship. GPT-4o for general use, o3 for reasoning, Codex for coding. 300M+ weekly users. Tasks, agents, web browsing, DALL-E, code interpreter.
AI ModelsOpenRouter
Unified API for 200+ models. One API key, one billing dashboard. OpenAI, Anthropic, Google, Meta, Mistral, and more. Automatic fallbacks and load balancing.
AI ModelsDeepSeek
Open-source reasoning models from China. DeepSeek-R1 rivals o1 on math and code benchmarks. V3 for general use. Fully open weights. Extremely cost-effective API.
AI ModelsLlama
Meta's open-source model family. Llama 4 available in Scout (17B active) and Maverick (17B active, 128 experts). Free to use, modify, and deploy commercially.
AI ModelsMistral
European open-weight models. Mistral Large for complex tasks, Mistral Small for speed, Codestral for code. Strong multilingual support. Open and API options.
AI ModelsGPT-5
OpenAI's latest flagship model. Major leap in reasoning, coding, and instruction following over GPT-4o. Powers ChatGPT Plus/Pro and the API. Available via API and ChatGPT.
AI ModelsGemini
Google's frontier model family. Gemini 2.5 Pro has 1M token context and top-tier coding benchmarks. Gemini 3 Pro pushes reasoning further. Free tier via AI Studio.
AI ModelsGrok
xAI's model with real-time X/Twitter data access. Grok 3 rivals top models on reasoning. Built-in web search and current events awareness. Available via API.
AI ModelsGuides
All guides →Getting Started with DevDigest CLI
Install the dd CLI and scaffold your first AI-powered app in under a minute.
GuideMCP Servers Explained
What MCP servers are, how they work, and how to build your own in 5 minutes.
GuideRun AI Models Locally with Ollama
Install Ollama, pull your first model, and run AI locally for coding, chat, and automation - with zero cloud dependency.
GuideGetting Started with Claude Code
Install Claude Code, configure your first project, and start shipping code with AI in under 5 minutes.
GuideGet Smarter About AI Dev
New tutorials, open-source projects, and deep dives on coding agents - delivered weekly.
One email per weekReal code, not theoryFree forever
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