Thanks for building it, Jeffrey, Love working with DeepEval!
@sumanth_077
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DeepEval: Trace and Evaluate LLM Apps with Single Decorator
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Trace and evaluate any LLM app with just a single decorator! DeepEval lets you trace and evaluate your LLM apps with component-level evaluations. This helps you identify bottlenecks and refine complex pipelines more effectively. It’s 100% Open Source
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Google MCP Toolbox for Databases: AI Agents SQL Access
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Build AI Agents with database access! Google released MCP Toolbox for Databases, an open source MCP server that helps AI agents interact with SQL databases safely and efficiently. 100% Open Source
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Build Full-Stack LLM Web Apps Entirely in Python with Reflex
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Build full‑stack LLM web apps in pure Python! Reflex is a Python framework that lets you build web apps with both frontend and backend entirely in Python. It’s 100% open source.
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Interactive Website to Learn How LLMs Work Internally
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Learn how LLMs work under the hood!
— Sumanth (@Sumanth_077) 31 juillet 2025
This is the best interactive website to learn how LLMs work.
It combines clear, step-by-step explanations with dynamic 3D visualizations for an intuitive learning experience. pic.twitter.com/Gv785PgZlCLearn how LLMs work under the hood! This is the best interactive website to learn how LLMs work. It combines clear, step-by-step explanations with dynamic 3D visualizations for an intuitive learning experience.
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Subscribe to Weekly AI Engineering Tutorials and Open Source Repos
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If you're interested in ML, LLMs, and AI agents and want to receive weekly tutorials and open-source repos, subscribe to AI Engineering (it's free):
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Cipher: Coding Agent Tool Supporting Multiple IDEs and Platforms
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Cipher is built for coding agents. It works with Cursor, Windsurf, Claude Desktop, Claude Code, Gemini CLI, AWS Kiro, VS Code, Roo Code (via MCP), and even agents like Kimi K2. GitHub Repo: https://
github.com/campfirein/cip
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Cipher vs ByteRover: Cloud Context Storage and Team Collaboration
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By default Cipher stores context locally, but you can connect it to vector or graph databases for persistence. ByteRover takes it further by storing context in the cloud, sharing it with your team, and making it usable across agents. Check it out here:
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Gemini CLI analyzes project structure with Cipher MCP tool
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Here’s how it works: I ask Gemini CLI to analyze my project structure.
— Sumanth (@Sumanth_077) 30 juillet 2025
It connects to Cipher MCP tool, maps the structure, detects patterns, and saves them locally.
This context is now reusable across Claude Code, Cursor, or any other connected coding agent. pic.twitter.com/wmsVgHQGDwHere’s how it works: I ask Gemini CLI to analyze my project structure. It connects to Cipher MCP tool, maps the structure, detects patterns, and saves them locally. This context is now reusable across Claude Code, Cursor, or any other connected coding agent.
