Work is changing, our systems are not ready for it. We are building essential infrastructure for autonomous systems.
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Looking for a top designer that can help me bring my website and pitch deck to a new level. Any leads?
Anyone in my network that can help me with Knowledge Graphs. @DominiqueCAPaul I am sure you might know someone that can help me out.
"Hello World" for Agentic Workflows. 👋
Yesterday was a quiet breakthrough for Sophia, but a loud one for our architecture. We successfully ran our first end-to-end Agentic Action on the platform.
The Stack:
Local LLM
Local MCP (Model Context Protocol)
Local Supabase Database
The Use Case: We instructed the LLM to update a specific database entry (marking an email as done). Instead of hitting a pre-coded endpoint, the agent:
Understood the intent.
- Searched its available tools.
- Pulled the schema.
- Executed the update securely.
This creates a user experience similar to autonomous browser agents, but constrained within our application's specific security guardrails.
Why this matters: It allows us to move away from hard-coding hundreds of specific features and buttons. Instead of predicting every user need, we give them a controlled environment to execute tasks using natural language.
For me, this shifts the focus from "building features" to "building guardrails." It’s a completely different way of thinking about software design.
Happy to exchange ideas with anyone else building with MCP right now!
𝐓𝐡𝐞 𝐄𝐮𝐫𝐨𝐩𝐞𝐚𝐧 𝐦𝐚𝐧𝐮𝐟𝐚𝐜𝐭𝐮𝐫𝐢𝐧𝐠 𝐛𝐚𝐜𝐤𝐛𝐨𝐧𝐞 𝐢𝐬 𝐝𝐫𝐨𝐰𝐧𝐢𝐧𝐠 𝐢𝐧 𝐜𝐨𝐦𝐩𝐥𝐞𝐱𝐢𝐭𝐲. 𝐈 𝐚𝐦 𝐥𝐨𝐨𝐤𝐢𝐧𝐠 𝐟𝐨𝐫 𝐚 𝐅𝐨𝐮𝐧𝐝𝐢𝐧𝐠 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 𝐭𝐨 𝐛𝐮𝐢𝐥𝐝 𝐢𝐭𝐬 𝐀𝐮𝐭𝐨𝐧𝐨𝐦𝐨𝐮𝐬 𝐅𝐮𝐭𝐮𝐫𝐞.
The hardest problem in B2B AI right now isn't the model - it's the deployment. Competitors rely on massive service teams to implement their software.
At 𝐒𝐨𝐩𝐡𝐢𝐚 𝐀𝐈, we are building the opposite: 𝐒𝐨𝐟𝐭𝐰𝐚𝐫𝐞 𝐭𝐡𝐚𝐭 𝐝𝐞𝐩𝐥𝐨𝐲𝐬 𝐢𝐭𝐬𝐞𝐥𝐟.
Manufacturing SMBs are currently drowning in complexity.
Every day, critical data is lost in a flood of emails, phone calls, and manual spreadsheets that try to bridge the gap between accounting, supply chain, and production.
Sophia AI builds the platform that ends this chaos. We don't just digitize processes; we automate them, driving immediate improvements in revenue and efficiency.
Why is this hard? We are solving the problem of fully self-serve AI. Our technical breakthrough is an interface where users correct and guide agents just as they would a junior employee - turning complex prompt engineering into natural, human feedback.
𝐂𝐮𝐫𝐫𝐞𝐧𝐭 𝐒𝐭𝐚𝐭𝐮𝐬: ✅ 𝟏 𝐂𝐮𝐬𝐭𝐨𝐦𝐞𝐫 𝐋𝐢𝐯𝐞 ✅ 𝟐 𝐎𝐧𝐛𝐨𝐚𝐫𝐝𝐢𝐧𝐠 ✅ 𝐏𝐌𝐅 𝐒𝐢𝐠𝐧𝐚𝐥: 𝐒𝐭𝐫𝐨𝐧𝐠
I am looking for a 𝐁𝐚𝐜𝐤𝐞𝐧𝐝 + 𝐀𝐈-𝐅𝐨𝐜𝐮𝐬𝐞𝐝 𝐅𝐨𝐮𝐧𝐝𝐢𝐧𝐠 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 to own the architecture connecting LLMs to real-world business processes.
𝐓𝐡𝐞 𝐑𝐨𝐥𝐞:
𝐒𝐡𝐢𝐩 𝐃𝐚𝐢𝐥𝐲: Idea to production in hours, not weeks.
𝐎𝐰𝐧 𝐭𝐡𝐞 𝐎𝐮𝐭𝐜𝐨𝐦𝐞: If an agent fails, you don't just fix the bug; you build the eval system so it never happens again.
𝐇𝐢𝐠𝐡 𝐔𝐩𝐬𝐢𝐝𝐞: €100k+ Salary + 5-10% Equity.
𝐌𝐲 𝐏𝐡𝐢𝐥𝐨𝐬𝐨𝐩𝐡𝐲: I’ve spent 12 years in manufacturing and tech. I know that Speed is the Moat. We don't hire "managers." We hire builders who want to be in the room with the customer, iterating in tight loops.
𝑃ℎ𝑜𝑡𝑜 𝑏𝑒𝑙𝑜𝑤 𝑖𝑠 𝑓𝑟𝑜𝑚 𝑡ℎ𝑒 𝑍𝑒𝑟𝑚𝑎𝑡𝑡 𝑈𝑙𝑡𝑟𝑎𝑘𝑠 𝟜𝟡𝑘𝑚 𝑖𝑛 𝐴𝑢𝑔𝑢𝑠𝑡 𝟚𝟘𝟚𝟝. 𝑇ℎ𝑖𝑠 𝑟𝑜𝑙𝑒 𝑖𝑠 𝑛𝑜𝑡 𝑎 𝑗𝑜𝑔 𝑜𝑛 𝑎 𝑝𝑎𝑣𝑒𝑑 𝑟𝑜𝑎𝑑. 𝑊𝑒 𝑎𝑟𝑒 𝑛𝑎𝑣𝑖𝑔𝑎𝑡𝑖𝑛𝑔 𝑡𝑒𝑐ℎ𝑛𝑖𝑐𝑎𝑙, ℎ𝑖𝑔ℎ-𝑎𝑙𝑡𝑖𝑡𝑢𝑑𝑒 𝑡𝑒𝑟𝑟𝑎𝑖𝑛 𝑤𝑖𝑡ℎ 𝑧𝑒𝑟𝑜 𝑔𝑢𝑎𝑟𝑑𝑟𝑎𝑖𝑙𝑠. 𝐼𝑡’𝑠 𝑠𝑡𝑒𝑒𝑝, 𝑖𝑡’𝑠 𝑟𝑜𝑐𝑘𝑦, 𝑎𝑛𝑑 𝑖𝑡 𝑟𝑒𝑞𝑢𝑖𝑟𝑒𝑠 𝑠𝑒𝑟𝑖𝑜𝑢𝑠 𝑒𝑛𝑑𝑢𝑟𝑎𝑛𝑐𝑒. 𝐵𝑢𝑡 𝑖𝑓 𝑦𝑜𝑢’𝑟𝑒 𝑡ℎ𝑒 𝑡𝑦𝑝𝑒 𝑜𝑓 𝑏𝑢𝑖𝑙𝑑𝑒𝑟 𝑤ℎ𝑜 𝑡ℎ𝑟𝑖𝑣𝑒𝑠 𝑜𝑛 𝑡ℎ𝑒 𝑡𝑜𝑢𝑔ℎ𝑒𝑠𝑡 𝑡𝑟𝑎𝑖𝑙𝑠, 𝑡ℎ𝑒 𝑣𝑖𝑒𝑤 𝑓𝑟𝑜𝑚 𝑡ℎ𝑒 𝑡𝑜𝑝 𝑖𝑠 𝑔𝑜𝑖𝑛𝑔 𝑡𝑜 𝑏𝑒 𝑙𝑒𝑔𝑒𝑛𝑑𝑎𝑟𝑦.
📍 𝐋𝐨𝐜𝐚𝐭𝐢𝐨𝐧: 𝐅𝐫𝐞𝐢𝐛𝐮𝐫𝐠 (𝐇𝐲𝐛𝐫𝐢𝐝/𝐎𝐧𝐬𝐢𝐭𝐞)
⚡ 𝐏𝐫𝐨𝐜𝐞𝐬𝐬: 𝟒 𝐬𝐭𝐞𝐩𝐬. 𝟓 𝐝𝐚𝐲𝐬. 𝐍𝐨 𝐋𝐞𝐞𝐭𝐂𝐨𝐝𝐞.
Drop a comment or send your GitHub/projects to hello@gosophia.ai. Let's build.
💸 €5,000 Referral Bonus: Know a cracked engineer who belongs here? Send them my way. If I hire them, the bonus is yours.
I have just started to use the chrome extension with Claude Code and it's very helpful! Now you can just tell claude to test its own features frontend and backend.
Worth a read for everyone coding with Claude Code.
I'm Boris and I created Claude Code. Lots of people have asked how I use Claude Code, so I wanted to show off my setup a bit.
My setup might be surprisingly vanilla! Claude Code works great out of the box, so I personally don't customize it much. There is no one correct way to use Claude Code: we intentionally build it in a way that you can use it, customize it, and hack it however you like. Each person on the Claude Code team uses it very differently.
So, here goes.
The last 12 months convinced me: Agentic Software Development is the new standard.
I’m now codifying everything I’ve learned into a new framework: The ASDP.
Here is the plan:
• Analyze top agentic workflows 🔍
• Rigorous testing & benchmarking 🛠️
• Launch ASDP v0 🚀
• Iterate with the community 🔄
Want to contribute to the v0? Drop a comment or shoot me a DM. Let’s build the future of coding. 🤝
