Curated Thinking
Featured Series & Topics
Series · 2 Articles
Updated Feb 20, 2026
Attribution in Agentic Systems
An in-depth exploration of core architectural patterns, engineering decisions, and technical principles.
Series · 13 Articles
Updated Aug 13, 2026
Purview DLP Incident Management (IM) – From Alert to Outcome
An in-depth exploration of core architectural patterns, engineering decisions, and technical principles.
In the Loop
How people, tools, and systems actually work together.
Beyond the Model
Practical AI insights beyond theory, hype, and isolated models.
The Perimeter
Security, governance, and control in real-world systems and environments
About Us
About
This is a space for people who value thinking over repetition. The focus is on understanding problems properly, drawing connections across disciplines, and distilling experience into patterns that outlast trends. The goal isn’t to chase whatever’s loud this week or blindly follow prescribed steps, but to reason carefully and share insights grounded in judgment and long-earned perspective.
What you’ll find here:
- Security stories from systems that didn’t behave as expected.
- AI experiments that escaped the lab and met real constraints.
- Collaboration lessons learned where people, tools, and reality collide.
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Build with intention
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Dudes
Behind the chaos
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Ideas in the pipeline
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Corporate Nonesense
Our Best Stories
What We’re Exploring Right Now
Tools, Systems & Other
Apps, frameworks, and workflows we swear by until they betray us. How tools shape thinking, and why the system is never the system you think it is.
Architecture Patterns
Exploring how humans, tools, and systems actually work together — or don’t. The messy, hilarious reality behind “being in the loop.
Learning out Loud
Why sharing half‑baked ideas is the fastest way to grow. The joy, fear, and accidental brilliance that comes from writing before you feel ready.
Brain Noise of the Moment
Solution design is less about following instructions and more about understanding systems. It draws on experience across technologies, real operational contexts, and an honest view of where products work — and where they don’t.
From the Blog
Latest Posts & Articles
20
FEB
PATTERN
Attribution in Agentic Systems: When the user isn’t the actor anymore – Part #2
Series · Part 2 of 2
The pattern: User + agent + intent binding (so investigations stop being archaeology ) Part 1 ended with…
16
FEB
FRAMEWORK
Content as a Service: The Missing Layer in Modern Application Architecture
Framework
Documents, images, contracts, customer uploads, generated artifacts - content quickly becomes central to business workflows. Yet in many…
12
FEB
PATTERN
Attribution in Agentic Systems: When the user isn’t the actor anymore – Part #1
Series · Part 1 of 2
Identity vs agency (and why your audit log suddenly feels… philosophical) At some point, every organization running agents…
04
FEB
PATTERN
Purview Sensitivity Labels: The Two-Track Pattern
Pattern
Stop asking one label taxonomy to do two unrelated jobs There’s a particular brand of optimism in “We’ll…
08
JAN
OBSERVABILITY
Wiring Up Structured Logging in .NET
Observability
Logging is one of those things every application needs, yet most teams treat it like an afterthought. They…
05
JAN
OBSERVABILITY
Why Most .NET Logs Are Useless — And How to Fix Them With Application Insights
Observability
If you’ve ever opened Application Insights during a production incident and felt that sinking feeling — the one…