iiinova — where your digital self keeps evolving

Fabian Williams @fabswill.bsky.social · 10/08/2025

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!

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Fabian Williams @fabswill.bsky.social · 08/08/2025

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!

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Fabian Williams @fabswill.bsky.social · 06/08/2025

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

go.macona.org

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Fabian Williams @fabswill.bsky.social · 04/08/2025

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 🙏

linkedin.com

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Fabian Williams @fabswill.bsky.social · 02/08/2025

you are the 1st but thanks for trying it.. adding to backlog.. if you click the button what happens? works?

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Fabian Williams @fabswill.bsky.social · 02/08/2025

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

fabswill.com

Agent-First Commerce: I Built a Website That Sells Like a Sales Team

Over a weekend, I built and tested a working Agent-First e-commerce demo with Claude Code, MCP, and conversational checkout. Here's what I learned.

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Fabian Williams @fabswill.bsky.social · 26/07/2025

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.

andmyagent.com

Agent-first website platform powered by Azure Functions and OpenAI

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Fabian Williams @fabswill.bsky.social · 23/07/2025

🚗💻 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

go.fabswill.com

Claude Code Pro Weekend TestDrive Real Dev, Real Repo, Real Observability with MCP and Agentic Flows

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Fabian Williams @fabswill.bsky.social · 22/07/2025

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.

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Fabian Williams @fabswill.bsky.social · 28/06/2025

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

go.fabswill.com

End-to-End Observability with OpenTelemetry + MCP & Semantic Search | Next.js, .NET, Qdrant, Docker

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Fabian Williams @fabswill.bsky.social · 27/06/2025

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?

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Fabian Williams @fabswill.bsky.social · 22/06/2025

And 2 pasties … couldn’t resist… #SteakAndAlePie

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Fabian Williams @fabswill.bsky.social · 22/06/2025

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!

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Fabian Williams @fabswill.bsky.social · 11/06/2025

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

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Fabian Williams @fabswill.bsky.social · 11/06/2025

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’ ☺️

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Fabian Williams @fabswill.bsky.social · 11/06/2025

Let’s see what the fuss is all about #ios26 #watchOS26

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Reposted by Fabian Williams

Vesa Juvonen @vesajuvonen.bsky.social · 05/06/2025

💡 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

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Fabian Williams @fabswill.bsky.social · 01/06/2025

We’re holding on my a thread lol for events to do together ask @melihubb.bsky.social ha ha

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Fabian Williams @fabswill.bsky.social · 01/06/2025

All the time, OneDrive keeps reminding me and your DC spot keeps popping up lol

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Reposted by Fabian Williams

Vesa Juvonen @vesajuvonen.bsky.social · 27/05/2025

💡 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

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Fabian Williams @fabswill.bsky.social · 19/05/2025

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

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Fabian Williams @fabswill.bsky.social · 17/05/2025

🔍 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

go.fabswill.com

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Fabian Williams @fabswill.bsky.social · 05/05/2025

They know how to keep the game going…. Now I have to see how far I can carry this lol 😂

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Fabian Williams @fabswill.bsky.social · 29/04/2025

🧪 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

go.fabswill.com

GitHub - fabianwilliams/EvalRunnerAgent

Contribute to fabianwilliams/EvalRunnerAgent development by creating an account on GitHub.

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Fabian Williams @fabswill.bsky.social · 24/04/2025

Shipped an #AI-powered feedback app in <40 hrs using: 🧠 #SemanticKernel 🧩 Feature #Copilot #Agent #Plugins (#CAPs) 🌐 Model Context Protocol (#MCP) 🤖 Local #LLMs via Ollama (#LLaMA 3.2 & 3.3) It runs 100% locally, wired into Claude. Watch it here 👉 go.fabswill.com/asyncpr-shor...

go.fabswill.com

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Fabian Williams @fabswill.bsky.social · 22/04/2025

I’m find myself tonight thinking about… #LaplaceDemon it imagined a theoretical intelligence that, if it knew: •The exact location and momentum of every atom in the universe, •And all the laws of physics, Then it could predict the entire future and reconstruct the past #AI #Determinism

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Fabian Williams @fabswill.bsky.social · 19/04/2025

got some questions already... 1. so the App is on #iOS go figure huh :-) #Apple only.. for now.. go.fabswill.com/asyncpr-ios 2. lots of the code is already published between my #NPM repos here go.fabswill.com/fabianNPM and you can hit the #Github repos from there

go.fabswill.com

‎Async Praise

‎Async Praise or Rebuke lets customers share positive or negative feedback with businesses — with AI-generated insights based on your receipt. Submit a photo of your receipt Choose your mood (Great, O...

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Fabian Williams @fabswill.bsky.social · 19/04/2025

Im thinking if I did this & demo/video shared my journey & shared almost all the code 😊 no one will get angry right? 😆I wanted to level up my game in @AnthropicAI #ModelContextProtocol & #AgentToAgent using #MCP & #SemanticKernel #CAPs so over the past nights & weekends I did this...

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Fabian Williams @fabswill.bsky.social · 08/04/2025

Hey 👋🏽 #Hermes3 im really trying to help. Before I put u on my #SemanticKernel #Microsoft365 projects, I need to make sure you can pass this test!!! ⁦‪⁦

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Fabian Williams @fabswill.bsky.social · 07/04/2025

Okay #LetsGo… I think folks been sleeping on this @cohere model #command-a 111 billion parameter. Im gonna see if my #MacBookPro M3 Max can handle this floating point 16 quant. This purports to do tool calling & excels at #RAG I’ve #Microsoft365 #SemanticKernel samples to test with my #CAPs feature!

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Fabian Williams @fabswill.bsky.social · 02/04/2025

I started off my morning by almost breaking my brain 🧠 — with this video from my subscription feed on @YouTube — #AxiomOfChoice ie The Most Controversial Rule In #Math youtu.be/_cr46G2K5Fo have u encountered it?

youtu.be

The Most Controversial Rule In Math

YouTube video by Veritasium

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Fabian Williams @fabswill.bsky.social · 24/03/2025

Not yet that I’m aware of or been told, but I’m sure it’s around the corner… & I agree.. #benice especially when someone is giving their time to educate others… we should all be approaching this as students…

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Fabian Williams @fabswill.bsky.social · 24/03/2025

🚀 Just dropped an MCP tool that lets AI assistants (like #Claude) search your #Microsoft365 files via #MicrosoftGraph. Natural language → #OneDrive results. Fallbacks included. Minimal code. Inspired by @merill's lokka 👇 📹 go.fabswill.com/mcp-graphsea... 🔗 github.com/fabianwillia...

go.fabswill.com

How to Use Model Context Protocol (MCP) with Microsoft Graph — Search M365 Files Like a Pro!

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Fabian Williams @fabswill.bsky.social · 16/03/2025

Taking a break from learning & volunteer work @maconanp & yes this is for also testing my app but the bi product is #GreenBeer from a #CraftBrewery #SapwoodCellars

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Fabian Williams @fabswill.bsky.social · 14/03/2025

Not “day2” but “night 2” and more learnings! The capabilities in #OpenAI #AgentSDK in terms of how easy it is to chain together agents and set rules of engagement is amazingly easy! Just look at the dialog based on my instructions “only”!

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Fabian Williams @fabswill.bsky.social · 13/03/2025

Peeked into #AgentSDK & WOW—so intriguing! 🧐 Swapped out my #SemanticKernel agents almost 1:1 w/ fewer configs! tested: ✅ Multi-step agents ✅ Legal-compliant feedback processing ✅ Smooth, structured real-time responses 💤 Time to sleep… if I can contain the hype! 🤣 #OpenAI is on fire 🔥

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Fabian Williams @fabswill.bsky.social · 08/03/2025

Fueled by this week #FHL at work I am taking the #AndrejKarpathy challenge & doing a weekend project of hashtag#VibeCoding // downloaded #Cursor & going to use it to complete another community app Im building which is mostly done but hashtag#WTH 😁 qq. do u allow hashtag#indexing ? I didnt 😬

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Fabian Williams @fabswill.bsky.social · 02/03/2025

Day 2 & a 2nd brewery… 11 years ago when @xamarinhq #Xamarin was heating up, I wanted to be proficient so I wrote a #mobileapp for @jailbreakbrewco now #AI #agents are the in thing & im here again at #breweries writing a app! There’s a theme here… #AdeleVance is on the move again!

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Fabian Williams @fabswill.bsky.social · 02/03/2025

I get that… in both these cases however I’m building something where the establishment can benefit from and I can test it in real time ☺️

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Fabian Williams @fabswill.bsky.social · 01/03/2025

Not so much anymore but they liked what I did

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