Anthropic's new Cowork research preview lets Claude access and edit a chosen local folder, enabling multi-step tasks like reorganizing files, extracting expenses, or drafting reports. It's available now to Claude Max macOS users with explicit access and safety prompts.
Warp 2.0 launches an Agentic Development Environment that merges coding, terminal commands, AI agents, and a shared team Drive into one desktop app. It emphasizes prompt-first workflows, multithreaded agent management, granular autonomy controls, and local-first privacy.
GLM-4.7 on Cerebras Inference Cloud boosts code generation, agent planning, and long-session reliability for developer workflows. On Cerebras hardware it hits a whopping 1000 tokens per seconds and claims up to 10× price-performance versus Claude Sonnet 4.5.
Get a curated digest of AI developer news, tutorials, and tools — delivered to your inbox. Designed for developers who want concise, useful updates.
Vibe-Coding & AI Dev NewsAugmenter.dev is a human-curated collection of AI news, insights, and resources for developers. Content is written with AI, reviewed by humans, and designed to keep you up to date as technology moves forward.
A new piece by R. Lance Martin surveys context-management patterns for long-running agents, framing context as the scarce resource. He highlights a virtual agent filesystem and prompt caching as practical tactics to sustain extended runtimes.
A new piece by R. Lance Martin surveys context-management patterns for long-running agents, framing context as the scarce resource. He highlights a virtual agent filesystem and prompt caching as practical tactics to sustain extended runtimes.
Cursor's Debug Mode uses a human-in-the-loop agent to instrument code, collect runtime logs, and test multiple hypotheses. The agent proposes minimal, evidence-backed fixes while developers verify results and remove instrumentation before shipping.
Cursor's Debug Mode uses a human-in-the-loop agent to instrument code, collect runtime logs, and test multiple hypotheses. The agent proposes minimal, evidence-backed fixes while developers verify results and remove instrumentation before shipping.
A recent piece by Simon Willison outlines his LLM bets for 2026: models writing production-quality code and the arrival of robust sandboxing for third-party code. He warns of an inevitable security correction and broader shifts in engineering workflows.
A recent piece by Simon Willison outlines his LLM bets for 2026: models writing production-quality code and the arrival of robust sandboxing for third-party code. He warns of an inevitable security correction and broader shifts in engineering workflows.
Claude Bootstrap is a new project aiming to be a security-first, TDD-first toolkit that scaffolds spec-driven projects for Claude Code. It enforces iterative TDD loops, strict complexity limits, pre-commit/CI checks, and mandatory code review to keep AI-generated code safe and simple.
Claude Bootstrap is a new project aiming to be a security-first, TDD-first toolkit that scaffolds spec-driven projects for Claude Code. It enforces iterative TDD loops, strict complexity limits, pre-commit/CI checks, and mandatory code review to keep AI-generated code safe and simple.
Amp now offers experimental, ad-supported credits that replenish hourly, up to $10/day (≈$300/month), giving free access to its full platform. Included are Smart (Opus 4.5 with GPT-5/Gemini-3 subagents) and Rush (Haiku 4.5) modes; ads are text-only and opt-out is available.
Amp now offers experimental, ad-supported credits that replenish hourly, up to $10/day (≈$300/month), giving free access to its full platform. Included are Smart (Opus 4.5 with GPT-5/Gemini-3 subagents) and Rush (Haiku 4.5) modes; ads are text-only and opt-out is available.
Deep dive videos for AI developers
Andrej Karpathy's keynote on June 17, 2025 at AI Startup School in San Francisco.
Drawing on his work at Stanford, OpenAI, and Tesla, Andrej sees a shift underway. Software is changing, again. We’ve entered the era of “Software 3.0,” where natural language becomes the new programming interface and models do the rest.
He explores what this shift means for developers, users, and the design of software itself— that we're not just using new tools, but building a new kind of computer.
Slides provided by Andrej: https://drive.google.com/file/d/1a0h1mkwfmV2PlekxDN8isMrDA5evc4wW/view?usp=sharing
If you’re tired of Cursor (or any other AI editor) breaking your code with random errors, this video is for you. I’ll show you how I used Task-Coding to fix 90% of the issues that come from vibe-coding. This method gives Cursor clear structure, better context, and way fewer mistakes. Watch me build a full app with multiple pages, charts, and auth—error-free.
Might be worth noting that using the MAX mode can eat up your costs. You get billed per token for the full context window of the entire chat. There are a few other chat models that you can use without being on MAX mode that still have a great context window, such as the gemini models.
Microsoft just made GitHub Copilot free and open source software under the MIT License. As of today, you can fork it, modify it and even build your own billion dollar competitor without going to prison.
Got a lot of questions asking about my stack and what I do when vibe coding. So I made a full video on it!
Builder.ai, a UK-based startup backed by Microsoft and Softbank, has blown its valuation of $1.5 billion and collapsed back to zero. In today's video, we'll find out what went wrong and what it means for the future of ai coding startups.
Did this article spark your interest? Join our community of experts and enthusiasts to dive deeper, ask questions, and share your ideas.
Join our community