Riccardo Tartaglia @argonautadev
Founder @ https://t.co/GnGDYALlfV / Tech Lead / Problem Solver / Make stuff on web since 2006 artiforge.ai Italia Joined October 2009-
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I momentarily looked away and: - Claude Sonnet 4.5 has been introduced - ChatGPT is launching a shopping feature - Lovable now supports integrated databases and infrastructure solutions. #AINews #TechUpdates
90% of Dropbox engineers use AI tools weekly. They ship 20% more PRs and reduce failure rate. But adoption ≠ impact. You need the right metrics. Track both: - AI usage (who, where, how much) - Core engineering metrics (speed, quality, maintainability) Combine system…
90% of Dropbox engineers now use AI tools weekly. But they don’t measure success by adoption alone. Key metrics they track: - PR throughput ↑ 20% - Change failure rate ↓ - Time saved per engineer - Dev experience scores Adoption isn’t impact. What are you measuring?…
AI won’t magically improve your developer team’s productivity. Start with the basics. Track what already matters: - PR throughput - Change failure rate - Code maintainability - Developer satisfaction Then layer AI-specific metrics: - Time saved per dev - AI adoption by…
90% of Dropbox engineers use AI tools each week. Why? Because they track both adoption AND impact: - PR throughput +20% - Change failure rate down - Weekly time saved per engineer - AI tool satisfaction measured Not guessing. Measuring. Are you tracking AI’s impact—or hoping…
90% of Dropbox engineers use AI tools weekly. Why? Because they built AI measurement into their dev workflows from day one. Here’s what they track: - PR throughput (+20% for AI users) - Change failure rate - Time saved per engineer - AI spend - Dev satisfaction Surface-level…
AI dev tools grew 300% YoY (Gartner, 2024). But most teams still hand-wire LLMs, plugins, and agents into their stack. High effort, high debt. Artiforge is building a native agentic framework using the Model Context Protocol (MCP): - Works with any LLM (Claude, GPT-4,…
GPT5 when it needs to call an MCP tool 🤦
when you don't use Artiforge.ai
AI dev workflows are still messy. Too many tools. Too many integrations. No shared protocols. Artiforge is building a modular, MCP-native framework to embed AI agents directly into your IDE. Built for: - Freelancers and startups - Enterprise teams Beta launch → Q4 2025…
when your LLM don't use artiforge.ai for doing a task
I've 5 invites for @comet Leave a comment if you want one
New feature out! Now with artiforge.ai you can create a agents.md docs with a simple prompt. request beta access in our discord server: discord.gg/Hs5w3rhE8c #ai #StartNow #developer #startupstory
AI isn't replacing devs. It's becoming part of the team. But most developer workflows still treat AI integration like duct tape: manual, fragile, incomplete. That’s the gap Artiforge is solving: - Modular, MCP-native agentic framework - Compatible with any LLM (GPT-4,…
AI agents are reshaping software dev. But most devs still build with fragmented tools, manual orchestration, and hidden costs. Why? Because there's no agentic dev standard—yet. Artiforge is fixing that: - MCP-native framework - Plug AI into dev workflows - Compatible with any…
my tech stack for Artiforge: Number of service: 4 Backend: NodeJS with NestJS Frontend: React and Vite Deploy: Coolify VPS: Hetzner ...and yours?
AI-generated code speeds things up. But it comes with risks: – Security bugs from weak input handling – Debugging black-box outputs – Unrealistic deadlines due to overconfidence – Design bloat from flashy but useless features Mitigation starts with process, not tools.…
AI dev tools are growing 300% YoY (Gartner 2024). But most developers still connect agents, plugins, and LLMs manually. Artiforge is building a native agentic dev framework: - MCP-compatible with any LLM (GPT-4, Claude, OSS) - Auto-detects tools in your IDE (VS Code, Cursor) -…
AI coding saves time, but at what cost? Top risks when using AI-generated code: • Security holes (SQL injection, unsafe inputs) • Hard-to-maintain code • Debugging becomes guesswork • Overestimated velocity • Budget overruns from unplanned rework Mitigate them…
AI frameworks are broken. Developers waste hours integrating each LLM and tool manually. Artiforge changes this with MCP-native agents. One framework. Any LLM. Auto-detection of dev tools. The future of coding is here.

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