Better Stack

The AI landscape is shifting from text to interactive widgets in chatbots. Learn how to build custom MCP apps with Skybridge, use AI agents for development, and test widgets locally.

AI agents are spitting out more code than ever, but it is often completely untested. Here is how a forgotten 2007 metric called CRAP can stop AI assistants from ruining your codebase.

We tested Supertonic 3 on messy real app text: money, dates, phone numbers, and multiple languages. Local TTS. No API key. No cloud. No GPU. Devs should watch this.

AI coding tools made us faster… and gave us prompt hell. Routa is open source, local-first, and turns agents into a real dev workflow: Kanban, review gates, traces, and evidence.

Your $200 Anthropic Max subscription now includes $200 of monthly API credits. Sounds great, right? Those credits bill at full API rates and could vanish fast. Is this a bonus or vendor lock-in with better branding?

See how you can investigate, debug, and resolve incidents using AI SRE in Better Stack.

Google claims Gemini 3.5 Flash is frontier performance at half the cost. Artificial Analysis found it costs 5.5x more than Gemini 3 Flash and more than GPT-5.5 on medium reasoning, and performs worse...

We tested Understand-Anything, an open-source AI tool that maps your codebase into an interactive knowledge graph, with Claude, so devs and AI agents stop guessing and start with context.

@morley Hey Morley, Yes, we do. Sharing the docs your way: betterstack.com/docs/logs/verc…

@BetterStackHQ Do you support Vercel apps? I can't pass onboarding because Vercel isn't listed among the integrations Thanks!

Vercel Labs built a programming language where agents are the primary users, not humans. Structured JSON diagnostics, deterministic repair loops. But is it even needed?... not really.

What if your terminal, editor, file explorer, AND AI agent all lived in one 7MB app? Terax is exactly that, built with Rust and Tauri 2. Could this be your next dev environment?

Can a new AI architecture completely stop hallucinations? Here is a breakdown of how Interfaze works and how it performed against generalist models when parsing messy, real-world data.

OpenAI dropped Symphony: agents that claim your Linear tickets, spin up isolated workspaces, and only ping you for review. Install by giving your AI a 2,000-line spec. Would you trust agents with your backlog?

Vercel just dropped Zero Native. A Zig-based desktop and mobile app framework that could be the Electron killer you've been waiting for.

Stop restarting llama-server. llama-swap gives you one endpoint for every local model. Switch coding, chat, vision, embeddings, and backends without breaking Cursor, Open WebUI, or your VRAM.

What if you could get Claude Design prototypes without Claude? Open Design is free, open-source, and works with any AI model. We put it to the test, redesigning a YouTube search app; the results might surprise you.

Testing Cactus, a low-latency AI inference engine that runs a 1.2B model directly on an iPhone 12 Pro NPU using zero-copy memory mapping and a hybrid cloud router. See the full performance breakdown.