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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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
13
AUG
FRAMEWORK
Purview DLP Incident Management (IM) – From Alert to Outcome #13
Series · Part 13 of 13
Phase 5 – Real Ops and Future State Real-World DLP Incident Scenarios – Exchange Online. Overview Everything built…
19
JUL
FRAMEWORK
Purview DLP Incident Management (IM) – From Alert to Outcome #12
Series · Part 12 of 13
Phase 5 – Real Ops and Future State Metrics That Matter. Overview If the first question your leadership…
02
JUL
FRAMEWORK
Purview DLP Incident Management (IM) – From Alert to Outcome #11
Series · Part 11 of 13
Phase 4 – Tools and Architecture Automation Patterns for DLP Response. Overview Automation in DLP incident response is…
01
JUL
PATTERN
Teaching Search That ‘admin’ Means ‘Administrator
Pattern
Last time we uncovered why a search for "admin" can miss a page titled "Administrator". In this post,…
01
JUL
PATTERN
Why a Search for “admin” might miss “Administrator”
Pattern
Ever searched for "admin" and watched the page that's actually about Administrators sink to the bottom of the…
15
JUN
FRAMEWORK
Purview DLP Incident Management (IM) – From Alert to Outcome #10
Series · Part 10 of 13
Phase 4 – Tools and Architecture DLP Integration Patterns. Overview Post 09 covered which tooling model fits your…
26
MAY
FRAMEWORK
Purview DLP Incident Management (IM) – From Alert to Outcome #09
Series · Part 9 of 13
Phase 4 – Tools and Architecture The DLP Tooling Decision Model. Overview Every DLP team eventually hits the…
13
MAY
FRAMEWORK
Purview DLP Incident Management (IM) – From Alert to Outcome #08
Series · Part 8 of 13
Purview DLP Incident Management (IM) – From Alert to Outcome
08
MAY
FRAMEWORK
Purview DLP Incident Management (IM) – From Alert to Outcome #07
Series · Part 7 of 13
Phase 3 – Investigation Context Is the Real Investigation Engine. Overview A DLP investigation that starts and ends…