Duncan G (@Duncan_APM) header
Duncan G (@Duncan_APM) profile picture

Building software for agents as the primary user. Ex-Dynatrace (10yr). Building https://xitter.gq/t.co/SkmgYdbXcy with Cursor.

London
Joined December 2015
Photo by Duncan G (@Duncan_APM)Photo by Duncan G (@Duncan_APM)Photo by Duncan G (@Duncan_APM)Photo by Duncan G (@Duncan_APM)Photo by Duncan G (@Duncan_APM)
Another great @cursor_ai Hackathon in London last night, organised by @frankterpo with Briefcase collaborating. I heard there were 130+ attendees. Some amazing projects built in just 3 hours. Jacky Chung and I used the Specter MCP and Claude API to build Glint which triages a VC partner's inbox to find which pitches to pass on and when to take a meeting. The finalists demonstrated some great use cases around fraud detection and compliance detection. It really is a great time to build!
1
5
104
Just shipped mcp-tool-feedback to npm. A small TypeScript library that gives MCP agents a structured way to file feedback when your tools don't quite fit. Drop it into any MCP server and the agent can tell you exactly which capability was missing. github.com/duncanapm/mcp-too…
3
89
Anyone going to AWS Summit London on Wednesday?
1
3
171
When an agent investigates something and hits a gap in the data, does the gap become the suspect? People are often quick to blame an external, unmonitored service. Do agents behave the same way?
1
2
120
Duncan G retweeted
London people 👋 We're hosting an unconference with @nvidia on April 29th! 💂 This is our third unconference at @deepset_ai and if you haven't been to one before, it's very different from a typical meetup. Instead of talks, there are round table discussions with practitioners working through real context engineering challenges. Expect networking and genuine technical conversations. + we'll be talking about nemotron models and @LukawskiKacper is going to show a live demo. 📅 April 29, 6 PM 📍 @balderton offices Looking forward to the discussions!
5
9
99
5,846
After watching @dsp_ talk about progressive tool discovery at AI Engineer Europe, I tried a version of it in Moltiplex's MCP. My take: expose moltiplex_discover_tools and moltiplex_expand_tool as explicit MCP tools, so the agent can load full tool docs on demand rather than receiving the whole catalog upfront. Result: 51% smaller tool payload, ~2,940 tokens saved per chat session. Same capabilities, more room for real debugging context. Keen to see the full protocol spec when it lands.
1
1
80
Tomorrow the @UKSovereignAI fund launches with £500m to back the best of British tech. The AI economy is growing 23x faster than the UK economy in general. This initiative guarantees that the public gets to benefit from the explosive growth of the AI sector. LETS GO
24
37
1
375
57,750
Created an interactive UI in Cursor to display the Live RAG status of your NFRs/SLOs via the Moltiplex MCP at the London Cursor Hackathon tonight. Thanks to @DanPerks for the heads up on MCP Apps!
1
143
If you're at the Cursor Hackathon in London this evening, come and say hi! 👋
100
Using "trace a request" in Cursor (cursor.com/for/code-understa…) and asking for the result to be combined with live Otel data from Moltiplex.
107
I asked Cursor to visualise OpenTelemetry data from Moltiplex and this is what I got. Nice!
1
110
Asking for a mermaid xy chart is quicker, responds directly in your chat session (doesn't need to spin up the browser canvas) and comes with some useful commentary. Would be good to know where @cursor_ai is heading in respect to visualising data from MCPs.
81