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
30
APR
FRAMEWORK
Purview DLP Incident Management (IM) – From Alert to Outcome #06
Series · Part 6 of 13
Phase 3 – Investigation The DLP Triage Framework. Overview A DLP alert arrives. The analyst opens it. Now…
23
APR
FRAMEWORK
Purview DLP Incident Management (IM) – From Alert to Outcome #05
Series · Part 5 of 13
Phase 2 – Building the DLP Operating Model Communication and Escalation Patterns. Overview A well-defined operating model with…
15
APR
FRAMEWORK
Purview DLP Incident Management (IM) – From Alert to Outcome #04
Series · Part 4 of 13
Phase 2 – Building the DLP Operating Model RBAC for Purview DLP Incident Management. Overview The DLP Response…
10
APR
FRAMEWORK
Purview DLP Incident Management (IM) – From Alert to Outcome #03
Series · Part 3 of 13
Phase 1 – Where DLP Programs Quietly Break Down The DLP SOC Operating Model. Overview DLP incidents don’t…
07
APR
FRAMEWORK
Purview DLP Incident Management (IM) – From Alert to Outcome #02
Series · Part 2 of 13
Phase 1 – Where DLP Programs Quietly Break Down Alerts Are Not Incidents. Overview If every DLP alert…
01
APR
FRAMEWORK
Purview DLP Incident Management (IM) – From Alert to Outcome #01
Series · Part 1 of 13
Phase 1 – Where DLP Programs Quietly Break Down DLP Is Deployed. Incident Management Is Not. Overview Most…
18
MAR
OBSERVABILITY
Purview Content Explorer: When “Last Modified” Can Trick You
Observability
If you’ve ever built a “sensitive files modified in the last X days” report from Purview Content Explorer…
12
MAR
PATTERN
Prompt Hygiene for Enterprise AI – Part #2
Pattern
The control stack (and how to prove it worked) If you want “AI governance,” you need two things:…
27
FEB
FRAMEWORK
Prompt Hygiene for Enterprise AI – Part #1
Framework
The problem isn’t the model. It’s the input pipe. “Prompt hygiene” sounds like a made-up term someone invented…