One of my fondest memories of being in #Belgium 🇧🇪 is the introduction to #Kwak & how to properly drink from the “beaker” … it got me the 1st time. Thanks to a mate who both got me this set like a year ago & now today the signage! Pays to have good mates!
As my Saturday gift 🎁 to everyone exploring the new local @OpenAI models + #Observability:
Built today in hours → local on my #MacBookPro #gpt-oss:120b w/ completions, evals, & multi-platform traces (#OpenAI, Aspire, Azure Monitor). Repo: github.com/fabianwillia... #AI #LLM
I really like using the new local #OpenAI #GPTOSS 120Billion parameter model on my #MacBook 💻 the performance is amazing and synthesis is precise, you can even tune the reasoning & #MOE mixture of experts to suit quick answers or deep thought! Amazing OFF the Internet approach!
Just ran @OpenAI #GPT0SS120B locally on my #MacBookPro M3 Max (128GB, 40‑core GPU) 🚀
Asked a tricky logic puzzle… it answered before I finished explaining.
Watch the drive‑by demo 👉 go.macona.org/openaigptoss... #AI #M3Max #LocalAI #OpenAI #SmallLanguageModels #SLM #LocalAgents
If you use #LinkedIn I have a #POLL running asking about the #ROI or #Value of Technical Deep Dive Level 300+ sessions at Conferences here linkedin.com/posts/fabiangw… & if you are on #Reddit consider responding there reddit.com/r/polls/commen��� Thanks & less than 2 days before closing thanks 🙏
you are the 1st but thanks for trying it.. adding to backlog.. if you click the button what happens? works?
Built this over the weekend: a working #Agent-First e-commerce flow where #AI agents take on the roles of greeter, sales rep, and checkout assistant.
No cart. No confusion. Just smart, structured convo → #Stripe checkout.
fabswill.com/blog/agentfi...
#MCP #NextJS #SemanticKernel #ConversationalUX
The future web isn't static. It's agent-aware.
At www.andmyagent.com, I built:
• Vector Search (#Qdrant)
• Narrative AI (#GPT-4o)
• Agents that talk to each other (#MCP Server)
• Full observability (#OpenTelemetry + Aspire)
Try it now before my VM sleeps 😴 at midnight ET it will wake up back tho.
🚗💻 Took #ClaudeCode Pro for a real dev spin this weekend. No toy projects — real repo, real tools, real #observability.
💡 Learned a ton about agentic workflows, #MCP, #OpenTelemetry, & Claude limits.
Would I do it again?
Absolutely.
👉 go.fabswill.com/ClaudeCodeTe... #AgenticWorkflow
Big fan of #LennyPodcast — it’s reshaped how I think, build, & ship.
Almost done with Click (🔥) and just started Good Strategy Bad Strategy (from #Anthropic cofounder’s rec) & yes laptop screen wide open ☺️
Thanks, @lennysan.bsky.social
📚 +1 for strategy + product craft.
Tracing your AI agents?
You should.
I just dropped a full real-world build:
🔍 #OpenTelemetry E2E
⚙️ #MCP server with Semantic Search
💡 Powered by #Qdrant, Next.js, .NET, Docker
👉 Learn how to observe, trace & debug your agent-first stack:
go.fabswill.com/otelmcpandmore #Microsoft365 #Copilot
I was sitting staring at da trees outside my window on this final day of #FHL at work & had this #thoughtexperiment ~ what if we #humans or rather all living things were #agents as we think of #AI agents? that'd mean we're working towards a shared/common goal innit? what is it? & who's directing it?
And 2 pasties … couldn’t resist… #SteakAndAlePie
I don’t think given the photo what I’m making for today’s Sunday dinner… doing it 2X as well as I’m in the mood for leftovers #SteakAndAlePie #pasties during this upcoming internal engineering #FHL week to close out the fiscal year!
Not sure but will look at my calendar, it’s not my regular office but I do come on time to time for meetings or to meet up with work colleagues
Change of pace today! Working out of #Microsoft #DC office or should I say #Arlington / #Rosslyn office today, after a sprint of back to back to back meetings, finding a quiet place on the Penthouse level for lunch at albeit 1430 hours! Later on there a #BAM event here tho’ ☺️
💡 Learn about advanced considerations for M365 Data with Copilot Agent Plugins (CAPs)!
Let @fabswill.bsky.social show you best practices and key insights for extending Microsoft 365 Copilot with plugins.
📺 Watch the demo here → youtu.be/9Q5uMwT4550
#Microsoft365Dev #Copilot #Microsoft365 #Agents
We’re holding on my a thread lol for events to do together ask @melihubb.bsky.social ha ha
All the time, OneDrive keeps reminding me and your DC spot keeps popping up lol
I miss our cookouts ☺️
💡 Unlock the power of Microsoft 365 data with Copilot Agent Plugins (CAPs)!
Let @fabswill.bsky.social show you how to extend Microsoft 365 Copilot with powerful data integrations to Microsoft 365 data.
📺 Watch the demo here → youtu.be/knkW0eNYQhU
#microsoft365 #copilot #microsoft365dev #agents
So... #MSBuild 2025 ended and I couldn’t stop thinking about #NLWeb & Observability
So I built this 👇
🧠 Real-time viz stack for devs
⚙️ #OpenTelemetry + Aspire
go.fabswill.com/OTELNLWebDemo
What telemetry would you want in a tool like this?
#NLWeb #Aspire #DotNet #Developers #GenAI
Can’t be in Seattle for #Microsoft Build so headed to the DC office for the watch event! If you are there in person & are building #AI solutions with #Microsoft365 data please grab me for a chat! I’d love to hear your scenarios and help where i am able! #MSBuild #Build2025
🔍 Mastering #Observability in GenAI agents?
We’re in the Agent-to-Agent era:
#Salesforce → #SAP → #M365 Copilot → Your plugin.
So how do you trace it?
Maybe #OpenTelemetry (#OTEL).
Add it to #SemanticKernel agents, view with #Aspire, export to #Azure.
▶️ go.fabswill.com/OTELforAgents
#Copilot
They know how to keep the game going…. Now I have to see how far I can carry this lol 😂
🧪 Just built EvalRunnerAgent — a C#/.NET tool to test LLM output vs. #groundtruth using #embeddings.
✅ Works with OpenAI and Local Ollama
🧠 Cosine similarity scoring
📂 Outputs JSON results
🔁 Retry logic & config flags
GitHub: go.fabswill.com/evalRunnerAg...
#AI #LLM #SemanticKernel
Check out my latest article: #VibeCoding with #AI – Fabian Best Practices for Every Project www.linkedin.com/pulse/vibe-c...
