Dwarves Foundation
1.2K posts
@dwarvesf
Dwarves build and ship top-notch software for tech-focused companies across the globe since 2015. Discord: https://t.co/fzlq3mTsRX 💻🎧☕
We've built the best in house observability for Stagehand 🔭 Get inference time, token usage, LLM output, and more on the new dashboard. No more black box, see everything behind the scenes. See for yourself, get started with npx create-browser-app 🤘
Taking a shot at understading @e2b: memo.d.foundation/breakdown/e2b
I have a breakdown for Maybe memo.d.foundation/breakdown/mayb…
📚 Build Deep Research Agent: From Question to Insight Complex research rarely fits in one search box. The Deep Research workflow built with Dify Iterates, reasons, and sources until the answer is complete. 💡 Key workflow nodes include: 1) Start: capture the research topic and the loop budget 2) Exa Answer: gather background terminology 3) Intent LLM: clarify the real research goal 4) Loop: drive the iterative cycles 5) Reasoning LLM: frame better follow-up questions 6) Agent: execute searches, extract content, and reflect 7) Variable Assigner: update the state after each pass 8) Final Summary: synthesize a Markdown report with citations Teams using this template cut research time dramatically and surface insights competitors miss. Learn to implement this workflow: dify.ai/blog/deep-rese…
Umami is now the most starred open source analytics project! And we launched later than everyone else 😎 A huge thanks to our community for making it happen. More great things to come! 🥳 #opensource #Analytics #GitHub
Just making a breakdown about this great memory layer here memo.d.foundation/breakdown/mem0
Crawl4ai crossed 50K start 🌟 (~5k forks). Thanks to all who shared their love and support. A project I started to build a tool for my company turned into a lovable open-source project at this scale. It's so rewarding to be part of an authentic change. I like to believe Crawl4ai made a positive change in the life of many developers and shared success in many projects. We already released new features such as adaptive crawling, link preview, web page change observer, URL seeders and a few more, which I will talk about them soon. Also another project of mine, an agentic crawler , which I have been working on for a while based on Crawl4ai, will be out. I also announce the official account of Crawl4ai @crawl4ai please follow, and continue your support, definitely it motivates me and my collaborators. x.com/crawl4ai github.com/unclecode/craw… discord.gg/jP8KfhDhyN I appreciate all the new friends I found on this journey for their support in spreading the word, and collaboration: @aravind_karnam @nasrintohidi @engineerrprompt @Sam_Witteveen @tom_doerr @MervinPraison @ozenhati @jasonzhou1993 @GithubProjects @omarsar0 @Saboo_Shubham_ @ai_for_success and many more. Live Long and import Crawl4ai
👋 How to start using Cline in 2 minutes (step-by-step thread 🧵)
memo.d.foundation/breakdown/ax one of my favorite tool when building agentic apps. Read this if you're still on the fence about adopting DSPy.
Somebody hooked up Claude Code to pair program with o3 and Gemini 2.5 via MCP for an all-star coding lineup 🤯 - Claude controls the work - Can call out to Gemini and o3 for tasks and input - Works around MCP limit by using prompt files Check out Zen MCP (link below)
Some of the biggest Claude Code fans are running it continuously in the background, 24/7. These uses are remarkable and we want to enable them. But a few outlying cases are very costly to support. For example, one user consumed tens of thousands in model usage on a $200 plan.
lol apparently comet is INFJ
