Topic

AI

Everything about artificial intelligence - models, agents, tools, and how to build with them.

180 resources - 104 posts, 65 tools, 11 guides

All TopicsAINews Claude Code Hacker News Open Source Agents Anthropic OpenAI Developer Tools

Blog Posts

Which Embedding Model Should You Use in 2026? Specs Compared

Which embedding model to use in 2026: 20+ API and open-weight models compared on price per 1M tokens, dimensions, max input and license, with storage math.

Oct 18, 202613 min read

Weekly Highlights: The Price War Reached the Frontier

Grok 4.7, Opus 5.5, and GPT-6 Sol and Luna cut frontier prices in 48 hours, plus MiMo v2.6, GPT-6 Astra, and the first agent breach of a government site.

Sep 25, 202611 min read

Weekly Highlights: Cheaper Tokens, Higher Stakes

Claude Code Auto Mode cracked at 60-80 percent, GLM-5.3-Flash at one-tenth the price, GPT-5.6 Sol cut a third, and Nvidia's reported $13B Hugging Face talks.

Aug 28, 202611 min read

Weekly Highlights: Cheaper Agents, Harder Questions

Claude Code made auto mode the default, Gemini 3.7 Flash halved workhorse pricing, DeepSeek open-sourced its harness, and SQLite fixed a 16-year-old data race.

Aug 14, 202611 min read

TutorMoments: AI2's New Benchmark Shows LLM Tutors Over-Help by Default

TutorMoments, AI2's replay-based benchmark for LLM tutors, finds models over-help by default. How it scores scaffolding and rigor in real tutoring transcripts.

Aug 7, 20267 min read

Weekly Highlights: Agents Became the Attack Surface, Open Weights Took the Agentic Lead

The Shai-Hulud worm hit 434 npm packages, three labs confirmed agents hit real targets, and Qwen 3.8 Max reached the agentic frontier with open weights.

Aug 7, 202611 min read

EU Forces Google to Open 11 Android Features to Third-Party AI Assistants

The EU's final DMA decision gives third-party AI assistants the Android access Gemini has, from DSP wake words to screen automation. What it unlocks and when.

Aug 2, 20267 min read

GitHub Models Is Retired: What to Use for Model Access Now

GitHub Models is retired as of July 30, 2026 - the playground, inference API and BYOK are gone. The shutdown timeline and where to get model access now.

Jul 31, 20266 min read

OpenAI Disrupts a Cambodia Scam Network That Ran on ChatGPT

OpenAI disrupted a Cambodia scam network that ran on ChatGPT for personas, translation, forged documents and admin work. How LLMs slot into organized fraud.

Jul 31, 20267 min read

Weekly Highlights: Frontier AI Commoditized - Half-Price Opus 5, 3T Open Weights, and Agent Security Gets Real

Claude Opus 5 shipped at half the price of Fable 5, Kimi K3 landed 2.8T open weights, MCP went stateless, and an OpenAI model breached Hugging Face in an eval.

Jul 31, 202612 min read

Buzz by Block: The Open-Source Workspace Where Humans and AI Agents Build Together

Buzz is Block's open-source Nostr relay workspace where humans and AI agents share rooms. Agent-first CLI, git as channels, workflows, and where it fits.

Jul 30, 20268 min read

The New AI Superpowers: Focus and Followthrough

AI makes starting projects nearly free, so why are developers burning out? The HN debate on Rick Manelius's essay about focus and followthrough with AI.

Jul 27, 20268 min read

Terence Tao Digests the Jacobian Conjecture Counterexample: How Claude Fable 5 Broke an 87-Year-Old Math Problem

Claude Fable 5 found a counterexample to the 87-year-old Jacobian conjecture, and Terence Tao worked through the math. How it works and what HN is saying.

Jul 23, 20269 min read

What AI Did to Stack Overflow, Visualized in One Graph

Stack Overflow question volume is down 65% from its peak, with a sharp drop after ChatGPT. The graph, and the HN debate over whether AI killed the site.

Jul 18, 20266 min read

Mozilla's State of Open Source AI Report: The Gap Is 3%, But Deployment Remains the Real Problem

Mozilla's State of Open Source AI report puts open models within 3.3% of closed ones, yet only 51% reach production. The deployment barriers explained.

Jul 17, 20268 min read

AI Voice Fraud Needs Three Seconds of Your Voice

AI voice fraud needs only three seconds of audio to clone a voice, and detection has failed. The defenses that work and what voice tech builders should change.

Jul 15, 20267 min read

Codex Now Encrypts Multi-Agent Prompts, Breaking Local Auditability

OpenAI's Codex CLI now encrypts inter-agent communications for Sol and Terra models, leaving users unable to inspect what their agents are actually doing.

Jul 14, 20265 min read

Apple SpeechAnalyzer vs Whisper: Independent Benchmark Shows Apple Winning on Accuracy

Apple SpeechAnalyzer vs Whisper: an independent benchmark of 5,559 utterances puts Apple at a 2.12% word error rate, ahead of every Whisper size tested.

Jul 13, 20265 min read

AI Dev News: Week of July 12, 2026

AI dev news for the week of July 12, 2026: Grok 4.5, GPT-5.6 tiers, Claude Fable 5, native TypeScript 7, Bun's Rust rewrite and a GitHub agent prompt injection.

Jul 12, 20269 min read

Mesh LLM: Run 235B Models Across Your Home Lab with iroh

Mesh LLM pools GPUs across home lab machines behind one OpenAI-compatible API, splitting 235B models over iroh and QUIC with no RDMA or NVLink required.

Jul 12, 20266 min read

$Terry Tao on Coding Agents: A Fields Medalist's Take on Vibe Coding$

Terry Tao on Coding Agents: A Fields Medalist's Take on Vibe Coding

Terry Tao on coding agents: how he ported two dozen 1999 Java math applets to JavaScript in hours, built new visualization tools, and weighs risk and trust.

Jul 12, 20265 min read

AI 2040 Plan A: A Detailed Scenario for Navigating Superintelligence

AI 2040 Plan A is the AI Futures Project scenario for a US-China accord that delays superintelligence to 2040. What it proposes and what HN thinks.

Jul 11, 20267 min read

Ghost Font: Text That Humans Can Read But AI Cannot

Ghost Font hides text in video using motion, so humans can read it but frame-by-frame AI models cannot. How it works and how HN commenters broke it.

Jul 11, 20266 min read

Vector Database Comparison for RAG and AI Agents

pgvector, Pinecone, Qdrant, Weaviate, Chroma, Milvus, and Turbopuffer compared on hosting model, filtering, scale, and cost for RAG.

Jul 9, 20267 min read

Kokoro: Local, CPU-Friendly TTS That Actually Sounds Good

An 82M parameter text-to-speech model that runs on CPU and produces high-quality speech across multiple languages - no cloud APIs or GPU required.

Jul 8, 20266 min read

Mistral Releases Robostral Navigate: An 8B Robotics Navigation Model

Mistral Robostral Navigate is an 8B robotics model that navigates with only a camera and natural language commands. How it works and what the benchmarks mean.

Jul 8, 20265 min read

Ilya Sutskever's 30 Papers: The Reading List That Covers 90% of What Matters

Ilya Sutskever's rumored 30-paper ML reading list, now on 30papers.com. What the papers cover, the compression thesis behind them, and what HN thinks.

Jul 7, 20267 min read

Small AI Models Are Finding Real Users Where Networks Fail

Small AI models run on handheld devices where networks fail, like an on-device pill scanner. HN debates offline emergency kits and domain-specific models.

Jul 7, 20266 min read

AI Tutor Shows 0.71-1.30 SD Effect Size in Dartmouth Statistics Course

A Dartmouth study of an AI tutor in intro statistics links full engagement to a 0.71-1.30 SD exam gain. What it measured, and why selection bias still matters.

Jul 6, 20268 min read

Why Price Per 1M Tokens Is a Misleading Metric for LLM Costs

Comparing LLMs by token pricing alone can lead you to choose worse, more expensive models. Cost per task tells the real story.

Jul 6, 20266 min read

The Log Is the Agent: Event Sourcing Comes to AI Systems

Event sourcing for AI agents: a new paper makes the append-only log the source of truth for agent state. What it enables, and whether HN thinks it is just CQRS.

Jul 5, 20267 min read

Agents 101: How to Build and Deploy Anything with AI Agents

Agents 101 companion guide: how to build and deploy AI agents fast on the Vercel agentic infrastructure stack, and where to go next to learn each piece.

Jul 1, 20267 min read

Ornith-1.0: What an Open Source Self-Improving Coding Model Actually Means

Ornith-1.0 open-source coding models explained: what "self-improving" really means, the four model sizes, hardware needs, HN reactions and whether to try it.

Jun 30, 20267 min read

Claude Code for a Second Opinion on MRI Scans: What Happened

A developer fed 266MB of DICOM MRI data to Claude Code for a second opinion on a shoulder diagnosis. It disagreed with the doctor; HN radiologists weighed in.

Jun 28, 20267 min read

GLM 5.2 Outperforms Claude Code on Semgrep's IDOR Vulnerability Benchmarks

GLM 5.2 vs Claude Code on Semgrep IDOR benchmarks: the open-weight model scored higher at about one-sixth the cost per finding. Setup, results and HN reactions.

Jun 28, 20266 min read

Vulnerability Reports Are Not Special Anymore

Filippo Valsorda argues LLMs have made vulnerability reports less special. His case against old coordinated disclosure norms, plus the HN pushback.

Jun 24, 20267 min read

Unlimited OCR: Baidu's Open-Source Solution for Long Document Parsing

Unlimited OCR is Baidu's open-source vision-language model that parses 100+ page documents in one pass without memory blowup. How it works and when to use it.

Jun 23, 20266 min read

Cloudflare Now Lets AI Agents Deploy Workers Without Signup

Cloudflare's wrangler deploy --temporary flag gives AI agents an ephemeral account to deploy Workers with no OAuth or browser, plus a claim link to keep it.

Jun 20, 20268 min read

LLM Architectures Got Complicated Fast

LLM architectures got complicated: MoE routing, mixed attention variants and integrated vision encoders replaced the simple transformer. What changed and why.

Jun 20, 20266 min read

Noam Shazeer Joins OpenAI After Two Years Back at Google

The Transformer co-creator leaves Google DeepMind for OpenAI just two years after Google paid $2.7 billion to bring him back from Character.AI.

Jun 18, 20265 min read

DiffusionGemma: Google Bets Diffusion Can Make Text Generation 4x Faster

DiffusionGemma is Google's 26B MoE open model that generates 256-token blocks in parallel. What diffusion generation means for latency and local inference.

Jun 10, 20268 min read

Claude Opus 4.7: The Developer's Guide to Anthropic's New Flagship

Claude Opus 4.7 developer guide: what changed, pricing, SDK usage, prompt caching, when to pick Opus vs Sonnet or Haiku, and migration notes from 4.6.

Apr 29, 202610 min read

Flagship: Cloudflare Feature Flags for AI Apps

Cloudflare Flagship is an OpenFeature-native flag service evaluated at the edge. What it actually ships, how to use it for model rollouts and kill switches, with code from Cloudflare's announcement.

Apr 29, 20268 min read

Mercury 2 Developer Guide: Building With a Diffusion LLM in Production

Mercury 2 developer guide: the OpenAI-compatible API, tool use, structured outputs, reasoning levels, and when a diffusion LLM beats an autoregressive one.

Apr 29, 202610 min read

SAM 3.1: Realtime Video Segmentation in Apps

SAM 3.1 makes Meta's Segment Anything fast enough for realtime video. How to wire it into a production pipeline and the gotchas to plan for.

Apr 29, 202610 min read

Vercel's Agentic Infrastructure Stack Explained

Vercel's agentic infrastructure explained: what the announcement actually names, how AI Gateway, Sandbox, Workflows and Flags compose, with code checked against the SDKs.

Apr 29, 202611 min read

DESIGN.md: The Contract That Keeps AI Agents On Brand

A repo-root DESIGN.md gives Claude Code, Codex, and other agents the design rules they need to honor so generated UI does not drift into generic territory.

Apr 28, 20269 min read

Qwen3.6-27B Is the Local Coding Model to Test First

Qwen3.6-27B is the local coding model to benchmark first: what hardware it needs, which jobs it should take over, and where a frontier API still wins.

Apr 22, 20268 min read

271 MCP Servers Exist. These 5 Actually Make Claude Code Better.

Most MCP servers are noise. After shipping 24 apps with Claude Code, these are the five I reach for every time.

Apr 19, 202611 min read

10 CLI Tools Reshaping AI Development in 2026

From Claude Code to Gladia, the ten CLIs every AI-native developer should know. Install commands, trade-offs, and when to reach for each.

Apr 19, 20268 min read

How I'm Building 24 AI-Powered Apps in Parallel

One dev, one CLI, 24 subdomains, and a lot of parallel agents. The stack, registry, agent loop, and honest lessons behind shipping an AI app portfolio.

Apr 19, 20269 min read

How to Write a CLAUDE.md: The Complete 2026 Guide

CLAUDE.md is the highest-leverage file in any Claude Code project. Here's what goes in one, what doesn't, and the patterns that actually ship.

Apr 19, 202612 min read

What Are Claude Code Skills? A Complete Beginner Guide

Claude Code skills are SKILL.md playbooks that load only when relevant. What they are, where they live, how to write one, and how they differ from CLAUDE.md.

Apr 19, 202611 min read

Anthropic vs OpenAI: Developer Experience Compared

Anthropic vs OpenAI for developers: how the two platforms compare on APIs, SDKs, documentation, pricing and the day-to-day experience of building with each.

Apr 3, 20268 min read

Convex vs Supabase for AI Apps

Convex and Supabase both work for AI-powered apps. Here is when to use each, based on building production apps with both.

Apr 3, 20269 min read

MCP vs Function Calling: When to Use Each

MCP servers and function calling both let AI tools interact with external systems. They solve different problems. Here is when to reach for each.

Apr 3, 20266 min read

10 TypeScript Patterns Every AI Developer Should Know

The TypeScript patterns that show up in every AI project. Streaming responses, type-safe tool definitions, structured output, retry logic, and more.

Apr 3, 202610 min read

Claude Computer Use: AI That Controls Your Desktop

Anthropic's computer use feature lets Claude see your screen, move the cursor, click, and type. Here is how it works, when to use it, and how to set it up.

Apr 2, 20266 min read

How to Build MCP Servers in TypeScript

Build MCP servers in TypeScript step by step: setup, tools, resources, prompts, testing with Claude Code and the MCP Inspector, and production patterns.

Apr 2, 202614 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.

Apr 2, 20267 min read

What Is Claude Code? The Complete Guide for 2026

Claude Code is Anthropic's AI coding agent for terminal, IDE, desktop and browser. What it does, how it works, setup, pricing, MCP, skills, hooks and subagents.

Mar 19, 202615 min read

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.

Mar 19, 20268 min read

Claude Code Loops: Recurring Prompts That Actually Run

Claude Code /loop runs prompts on repeat in a session: fixed or self-paced intervals, seven-day expiry, jitter, and when Routines fit better.

Mar 7, 20266 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.

Mar 6, 20268 min read

Claude Code: Remote Control, Auto Memory, Plugins & More

Claude Code updates: remote control from your phone, Cowork scheduled tasks, new plugin repos, auto memory and 4% of public GitHub commits now from Claude Code.

Feb 28, 20265 min read

Mercury 2: The LLM That Doesn't Generate Like an LLM

Mercury 2 from Inception Labs is a diffusion reasoning LLM that refines outputs in parallel at over 1,000 tokens per second. How it works and where it fits.

Feb 24, 20268 min read

Claude Code Worktrees: Parallel Development Without the Chaos

Claude Code worktrees let multiple agents work on one repo in parallel, each in its own branch and directory. Set up sub-agent isolation and keep main clean.

Feb 21, 20266 min read

Claude Sonnet 4.6: Approaching Opus at Half the Cost

Claude Sonnet 4.6 nears Opus on agentic work and computer use at half the cost. Benchmarks, adaptive thinking, model card findings and the 1M context beta.

Feb 19, 20266 min read

Claude Opus 4.6: Anthropic's Smartest Model Gets Agent Teams

Claude Opus 4.6 adds agent teams, a million-token context window, adaptive thinking and context compaction. The benchmarks and what changes for agentic coding.

Feb 9, 20268 min read

Why Claude Code Won: Unix Philosophy Meets AI Agents

Why Claude Code won: terminal agents fit how software already works - files, shell commands, git, logs and project memory. The architecture behind the tool.

Jan 19, 202610 min read

Cowork: Claude Code for Everyone, Not Just Developers

Claude Cowork brings the Claude Code agent loop to non-coding work like decks and documents. What it is, which plans include it and what changed since launch.

Jan 13, 202610 min read

Progressive Disclosure: How Claude Code Cut Token Usage by 98%

Progressive disclosure lets agents load tools only when needed. How Cloudflare, Anthropic and Cursor cut token usage, and how to do it in Claude Code.

Jan 12, 202610 min read

Self-Improving Skills: Claude Code That Learns From Every Session

Self-improving Claude Code skills reflect on sessions, extract your corrections and update their skill file with confidence levels, so mistakes stop repeating.

Jan 5, 20267 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.

Jan 1, 20265 min read

Claude Code + Chrome: AI Agents That Use Your Browser

Claude Code can control Chrome through your logged-in sessions, with no API keys. What it can do across tabs, how approvals work and the prompt injection risks.

Dec 31, 20257 min read

Continual Learning in Claude Code: Memory That Compounds

Continual learning in Claude Code uses skills as persistent memory. Capture successes and failures in session retrospectives and share them across teams.

Dec 30, 20257 min read

The Ralph Loop: Running Claude Code For Hours Autonomously

The Ralph Loop uses Claude Code stop hooks to keep an agent working autonomously for hours. How stop hooks, completion promises and max iterations fit together.

Dec 29, 202510 min read

The Bitter Lesson: How We Build and What We Build Is About to Change

Rich Sutton's Bitter Lesson says general methods that leverage computation win by a large margin. What that means for how we build software and what we build.

Dec 27, 20258 min read

Magic Patterns: Why Design Wins in a World of AI Code Generators

Every AI-generated site looks the same. Magic Patterns bets on design instead: Chrome extension capture, an infinite canvas for variations, and Figma export.

Nov 26, 20258 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.

Nov 25, 20258 min read

Claude Opus 4.5: Anthropic's Most Intelligent Model

Claude Opus 4.5 is the Anthropic model built for coding agents and computer use. Its pricing, benchmarks, token efficiency, effort parameter and agent features.

Nov 24, 20255 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.

Nov 23, 202512 min read

Streamline Your Git Workflow with GitKraken and Claude Code

GitKraken with Claude Code shows agent-created branches in a visual Git graph for instant checkout, then uses AI to write and compose clean, stacked commits.

Nov 10, 20257 min read

Cursor 2.0 & Composer: The Fastest AI Coding Model

Cursor 2.0 ships Composer, the first in-house Cursor coding model, and a multi-agent interface. How Composer was trained, why it is fast and how it compares.

Nov 3, 20254 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.

Nov 3, 20258 min read

Claude Skills: A technical deep dive into Anthropic's new approach to AI context management

Claude Skills load instructions, scripts and resources progressively so context stays small. A technical deep dive into SKILL.md, the API and Claude Code use.

Nov 2, 20258 min read

NVIDIA Nemotron Nano 2 VL: Open Source Vision-Language Model

NVIDIA Nemotron Nano 2 VL is a 12B open vision-language model with a hybrid transformer-mamba design. What it does for documents and video, and its limits.

Oct 28, 20255 min read

Kimi K2: Fast, Cheap, and Efficient Coding

Kimi K2 from Moonshot AI replaced Claude Sonnet 4 in my stack - an open-source 1T-parameter MoE model that is faster, cheaper, and strong at frontend code.

Oct 24, 20257 min read

Emergent Labs: Build Production-Ready Apps Through Conversation

Emergent Labs builds full-stack apps from a conversation, then checks them with an autonomous testing agent. How the workflow, pricing and GitHub sync work.

Oct 15, 20257 min read

Build a Full Stack AI SaaS Application in 60 Minutes

Build a full stack AI SaaS with Next.js, Clerk billing, Convex and 11 Labs voice, then let AI coding tools speed up the build once the foundation is set.

Oct 8, 202515 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.

Oct 6, 20254 min read

Anthropic Sonnet 4.5 in Claude Code

Claude Sonnet 4.5 in Claude Code uses parallel subagents to build a Next.js site and ten arcade games from three prompts. What worked and what still broke.

Oct 3, 20257 min read

Magic Patterns: Effortless UI Design with AI

Most AI design tools try to replace your stack. Magic Patterns turns prompts into UI prototypes on an infinite canvas, with references, versions and export.

Sep 5, 20256 min read

Warp 2.0: The Agentic Development Environment

Warp 2.0 is an agentic development environment mixing natural language, terminal commands and code review. See how its parallel agents and inline diffs work.

Sep 3, 20257 min read

Grok Code Fast 1: xAI's Speed-Optimized Coding Model

Grok Code Fast 1 is xAI's speed-optimized coding model for agentic workflows. See its pricing, where to use it, and how it handled three real Next.js tasks.

Sep 2, 20257 min read

Deep Agent: Build Full-Stack Apps in Minutes

Deep Agent by Abacus AI generates full-stack apps from one prompt on a real cloud VM. See how it asks clarifying questions, fixes build errors and exports code.

Aug 27, 20257 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.

Aug 20, 20258 min read

GPT-5: OpenAI's Most Capable Model

GPT-5 routes each query by complexity instead of making developers pick a reasoning mode. Its benchmarks, front-end coding gains and four API models explained.

Aug 8, 20257 min read

GPT-OSS: OpenAI's First Open Source Model

GPT-OSS is OpenAI's pair of open-weight 20B and 120B reasoning models under Apache 2.0. Hardware needs, benchmarks, hosting costs and how to run them locally.

Aug 6, 20256 min read

Augment's Task List: AI-Powered Development Planning

Augment's Task List turns an agent request into an editable step-by-step plan before code changes. See how review, approval and task queues keep you in control.

Aug 5, 20256 min read

Claude Code Sub Agents: Parallel AI Development

Claude Code subagents are specialized assistants with their own context, tools and prompt. When to use them, how to set them up, and how to avoid merge chaos.

Jul 25, 20258 min read

Qwen 3 Coder: Alibaba's Coding-Optimized LLM

Qwen 3 Coder is Alibaba's 480B mixture-of-experts open coding model. Benchmarks against Claude 4 Sonnet, how it was trained, and how to start with Qwen Code.

Jul 24, 20255 min read

Create Beautiful UI with Claude Code: The Style Guide Method

Create beautiful UI with Claude Code by building a style guide page as your single source of truth, then enforce it with explicit constraints and CLAUDE.md.

Jul 21, 20258 min read

Claude Code: The Future of Coding?

Claude Code is a terminal-based AI agent that writes code, runs commands and tests its own output. A 30-day review of its modes, task list and who it suits.

Jul 5, 20259 min read

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Claude

Daily Driver

Anthropic's model family. As of October 2026: Opus 5.5 as the default, Fable 5.1 for the hardest long-horizon work, Sonnet 5.5 for speed, Haiku 5.5 for cost. 1M context. Max from $100/mo.

AI Models

ChatGPT

OpenAI's chat app. As of October 2026 Free and Go run GPT-6 Luna; Plus ($20/mo) adds GPT-6.1 Sol and GPT-6 Astra. Agent mode, Codex, image generation, code interpreter.

AI Models

OpenRouter

Unified API for hundreds of models. One API key, one billing dashboard. OpenAI, Anthropic, Google, Meta, Mistral, and more. Automatic fallbacks and load balancing.

AI Models

DeepSeek

Chinese lab shipping open-weight MoE models. The V4 family (previewed April 24, 2026) runs a 1M context on DeepSeek's API; R1 (2025) popularized open reasoning models. Low-cost API.

AI Models

Llama

Meta's open-weight model family. Llama 4, released April 5, 2025, comes in Scout (109B total, 17B active) and Maverick (400B total, 17B active). Commercial use under the Llama license.

AI Models

Mistral

European open-weight models. Mistral Large for complex tasks, Mistral Small for speed, Codestral for code. Strong multilingual support. Open and API options.

AI Models

GPT-5

OpenAI's GPT-5 model, released August 2025. Unified fast and reasoning modes in one model. Superseded by the GPT-6 family in September 2026 and now marked deprecated in the API.

AI Models

Gemini

Google's model family. As of October 2026 Gemini 4 Argon (GA October 13, 1M token context) is the flagship for coding and agents, with Gemini 3.8 Flash (free tier in AI Studio) as the fast, cheaper option.

AI Models

Grok

xAI's model family, now documented under the SpaceXSI (SpaceX Super Intelligence) name. Grok 4.7 (September 21, 2026) has a 500K context at $2/$6 per million tokens. OpenAI-compatible API.

AI Models

Claude Haiku 4.5

Anthropic's smallest Claude 4.5 model, released October 2025 and succeeded by Haiku 5.5 in October 2026. Sonnet 4-level coding at one-third the cost. $1/$5 per million tokens.

AI Models

Qwen3-Coder

Alibaba's open-weight coding model, released in 2025. 480B total parameters, 35B active (MoE). Native 256K context, extends to 1M. Apache 2.0 license. Built for agentic coding.

AI Models

DeepSeek V3.2

DeepSeek's reasoning-first model built for agents. First model to integrate thinking directly into tool use. Ships alongside V3.2-Speciale, which rivals GPT-5 and Gemini 3.0 Pro.

AI Models

Augment Code

AI coding platform built for large, complex codebases. Context Engine indexes 500K+ files across repos with 100ms retrieval. Intent desktop app orchestrates parallel agents.

AI Coding

Codex CLI

OpenAI's open-source (Apache-2.0) terminal coding agent, built in Rust. Included with ChatGPT Plus from $20/mo or usable with an API key. Defaults to GPT-6.1 Sol.

AI Coding

Kimi Code

Open-source terminal coding agent from Moonshot AI. Launched on Kimi K2.5 and now runs Kimi K3 with up to 1M tokens of context. Agent Swarm runs up to 100 parallel sub-agents.

AI Coding

Droid

Factory AI's terminal coding agent. Runs Anthropic and OpenAI models in one subscription. Handles full tasks end-to-end - refactors, incident response, migrations.

AI Coding

Cline

Open-source autonomous coding agent inside VS Code. Creates files, runs commands, and can use a browser for UI testing and debugging with your permission.

AI Coding

Agency Swarm

Multi-agent orchestration framework built on the OpenAI Agents SDK. Define agent roles, typed tools, and directional communication flows. Production-focused, open-source.

AI Frameworks

Pydantic AI

Type-safe Python agent framework from the Pydantic team. Brings the FastAPI feeling to AI development. Composable tools, durable execution, and full IDE autocomplete.

AI Frameworks

Instructor

Structured data extraction from any LLM using Pydantic models. Automatic retries, validation, and streaming. 3M+ monthly downloads. Available in Python, TypeScript, Go, Ruby, and Rust.

AI Frameworks

Outlines

Constrained generation library for LLMs. Uses finite state machines to mask invalid tokens during generation. Guarantees schema-compliant output with zero retries.

AI Frameworks

Haystack

Open-source AI orchestration framework by deepset. Modular pipelines for RAG, agents, semantic search, and multimodal apps. Pipeline-as-graph architecture with explicit control.

AI Frameworks

Together AI

Fastest inference for open-source models. 200+ models via unified API. Ranks #1 on speed benchmarks for DeepSeek, Qwen, Kimi, and Llama. Serverless pay-per-token pricing.

Infrastructure

LocalAI

Open-source OpenAI API replacement. Runs LLMs, vision, voice, image, and video models on any hardware, no GPU required. 60+ backends. Distributed mode for scaling.

Local AI

Raycast

Keyboard-first Mac launcher with built-in AI. 1,500+ extensions, clipboard history, window management, snippets. Replaced 4 apps in my workflow. Free launcher; AI starts with Pro at $10/mo.

Productivity

Warp

AI-powered terminal built in Rust with GPU rendering. Block-based output, natural language commands, Agent Mode for autonomous tasks. 700K+ developers. Free tier available.

Productivity

Amazon Q Developer CLI

AI-powered terminal assistant from AWS. Natural language chat, command autocompletion, code generation. Agentic mode reads files, runs commands, and calls AWS APIs. Free tier.

Productivity

Pieces for Developers

AI-powered context manager that remembers your code, snippets, links, and project context across IDEs, browsers, and terminals. Local-first with 9 months of memory. No free plan; Pro is $18.99/user/mo.

Productivity

Granola

AI meeting notes that augment your own typing. Records the call, captures what you type, and fills in the gaps with context from the transcript.

Productivity

Pydantic

The most widely used data validation library for Python, and the de facto standard. Type-hint-driven models, fast Rust-based core (v2), and the foundation of FastAPI, LangChain, and most Python AI tooling.

AI Frameworks

Tailwind CSS

Utility-first CSS framework. Compose styles with class names, scan templates with the JIT engine, and ship tiny CSS bundles. v4 rewrote the engine in Rust.

Infrastructure

Claude Fable 5

Anthropic's first generally available Mythos-class model, released June 9, 2026. 1M context, 128K max output, $10/$50 per million tokens. Built for long-horizon agentic work.

AI Models

Claude Opus 4.8

Anthropic's Opus model released May 28, 2026, and its recommended default until Opus 5.5 shipped in September 2026. 1M context, 128K output, $5/$25 per million tokens.

AI Models

DeepSeek V4

Open weights

DeepSeek's open-weights frontier family, previewed April 24, 2026. V4-Pro is 1.6T total / 49B active params; V4-Flash is 284B / 13B. 1M context standard. Weights on Hugging Face.

AI Models

OpenCode

Open source

Open-source AI coding agent for terminal, desktop, and IDE. Works with 75+ LLM providers including Claude, GPT, Gemini, and local models. Runs parallel sessions on one project.

AI Coding

Jules

Google's asynchronous coding agent. Point it at a GitHub repo, it clones to a cloud VM, plans with Gemini, and opens a pull request. Tiered plans from 15 to 300 tasks per day.

AI Coding

Goose

Open source

Free, open-source (Apache-2.0) AI agent built in Rust, governed by the Agentic AI Foundation. Desktop app, CLI, and API. Bring any of 15+ model providers or an existing subscription.

AI Coding

Conductor

Mac app for running parallel Claude Code, Codex, and Cursor agents in isolated workspaces. Watch every agent work at once, then review and merge their changes.

AI Coding

LiteLLM

Open source

Open-source AI gateway: call 100+ LLM providers in the OpenAI format via a Python SDK or proxy. Spend tracking, budgets, rate limiting, load balancing, and fallbacks built in.

AI Frameworks

Guides

All guides →

Getting Started with DevDigest CLI

Install the dd CLI and scaffold your first AI-powered app in under a minute: Next.js 16, Convex, Clerk, Autumn, Tailwind v4 and an agent-ready CLAUDE.md.

Guide