Guillaume "G/" Moigneu @guillaume.id · 21/07/2026Agent routers coordinate model choice, tool execution, and verification across a workflow. Price is one routing input alongside completion rate, latency, available context, and verification cost. That means the router needs to understand the work it is scheduling. #ai #agents #router 120
Guillaume "G/" Moigneu @guillaume.id · 17/07/2026An LLM can challenge your reasoning or rationalize the decision you already wanted. The difference is process. I built Pressure-test decisions to surface assumptions, test uncertainty, and end with a concrete action. I still make the call. The skill forces me to show my work. 100
Guillaume "G/" Moigneu @guillaume.id · 13/07/2026My YouTube research agent has seven workflow steps. Only two stages use an LLM. Code handles fetching, filtering, ranking, caching, and persistence. Models extract transcript evidence and synthesize patterns. Put model calls where ambiguity creates value. 000
Guillaume "G/" Moigneu @guillaume.id · 12/06/2026Really good write-up by Fabien Potencier. Challenges ahead for organizations to fully adopt AI development. Best practices, governance, cost-control, etc. We are all trying to adapt without a clear path, which this article tries to map out. upsun.com/blog/8-stages-ai-engineer… 020
Guillaume "G/" Moigneu @guillaume.id · 09/06/20266 months running my own AI personal agent and this weekend I hit a wall. Nothing beats strongly typed structured data. Markdown-only agents are painful. Slow, dozens of tool calls, tokens burning for nothing. Do I really need to wait 70 seconds to flip a task from In Progress to Done? 110
Guillaume "G/" Moigneu @guillaume.id · 25/05/2026A great idea inspired by conventional commits: Conventional Comments conventionalcomments.org It's so true that sometimes I don't even know what to do with a comment on a Google Doc. Acknowledge, reply or just close? This would help! 000
Guillaume "G/" Moigneu @guillaume.id · 24/05/2026What are you working on this long weeekend? I've just revamped my AI assistant. After trying so many solutions (Hermes, graphs, etc.) I am back to a way simpler method. Pi + local gemma 4 + markdown files + qmd + Obsidian. Tasks management, journal and my knowledge aggregations all fit in there. 1220
Guillaume "G/" Moigneu @guillaume.id · 19/02/2026I am not a big fan of OpenClaw (yet) but I find tremendous value in automating simple tasks. I've worked yesterday and my own terminal based assistant: n6. In honor of the beloved Caprica Six. Extensible python terminal utility wrapping Claude. github.com/gmoigneu/n6 000
Guillaume "G/" Moigneu @guillaume.id · 18/02/2026And you can obviously inject this into any coding agent. 000
Guillaume "G/" Moigneu @guillaume.id · 18/02/2026I ran react-doctor on a real production codebase. 88 out of 100. 4 errors across 139 files. Better than I expected and the 4 errors are exactly the kind that bite you in production. 100
Guillaume "G/" Moigneu @guillaume.id · 11/02/2026You know that moment when Claude forgets you use pnpm? Again. For the third time today. I got tired of repeating myself. And then I found napkin. 110
Guillaume "G/" Moigneu @guillaume.id · 06/02/2026Just spent way too long nerding out over Claude Opus 4.6 and honestly? feels like a real inflection point for how we work with massive codebases 🤔 #ai #claude #opus #coding 100
Guillaume "G/" Moigneu @guillaume.id · 17/02/2025Hello everyone! I wanted to share some thoughts on JD Vance's recent speech at the France AI Summit. I'm really concerned about his stance on regulation. #AISafety #AIRegulation #FranceAISummit #AIEthics #ProfitWithPurpose #AI 111
Guillaume "G/" Moigneu @guillaume.id · 02/02/2025🔥 Vous êtes invité(e) à notre petit-déjeuner pour découvrir comment la durabilité crée un avantage concurrentiel et attire les investissements dans l'écosystème de l'IA⚡️ brnw.ch/21wQitQ 📅 Date: 11 February, 2025 🕗 Time: 09:00 - 11:00 AM 📍 Location: Digital Village Paris 010
Guillaume "G/" Moigneu @guillaume.id · 20/01/2025🚨 Google just dropped Vertex AI RAG Engine (Jan 2025) to help enterprises bridge the gap between flashy LLM demos and actual production use. The reality is most companies struggle with RAG implementation - this is their solution. #AI #MLOps 100
Guillaume "G/" Moigneu @guillaume.id · 20/01/2025Why I switched from #MySQL to #PostgreSQL - a thread on my database journey 🔄 After years of defaulting to MySQL for every project, I finally made the switch to PostgreSQL. Here's why it was one of the best technical decisions I've made... 🚀 110
Guillaume "G/" Moigneu @guillaume.id · 20/01/2025Cursor is now running commands and parsing the output. If it fails, it adds logging to try to understand what's going on... This editor is changing the way I develop every day. Oh and they raised 105M ... #webdev #ai 000
Guillaume "G/" Moigneu @guillaume.id · 05/01/2025Who remembers Gateway 2000? My first real machine... Pentium 120Mhz. I played Doom like crazy on this thing! 000
Guillaume "G/" Moigneu @guillaume.id · 14/12/2024Good coffee. Good music. Some code. Love these #productive Saturday mornings. 000
Guillaume "G/" Moigneu @guillaume.id · 13/12/2024This picture tells a lot. AI is not the issue. Heartless CEO’s that are proud of putting up campaigns like this are. Add crocs and a new president and we’re not far away from Idiocracy. 110
Guillaume "G/" Moigneu @guillaume.id · 08/12/2024Finally back home from #SymfonyCon. Always so many incredible people there. See you in Amsterdam next year! A huge shoutout to the @upsun.com team for the organization and the talks. 🤗 020
Guillaume "G/" Moigneu @guillaume.id · 05/12/2024And it’s done. How to leverage Transformers in PHP to run Machine Learning models on your app. #SymfonyCon 070
Guillaume "G/" Moigneu @guillaume.id · 05/12/2024Presenting at #SymfonyCon. Let’s hope the gods of PHP and machine learning will be in my favor. 040
Guillaume "G/" Moigneu @guillaume.id · 28/11/2024Just developed an iOS app in two hours having coffee on the beach. Thanks to @anthropic.com and Cursor. Can’t believe I’m not struggling anymore with Swift. 010