30+ years building networks. Now helping engineers do it better, faster, and with intent.
Architecture and Design
Jun 19, 2026
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15 min read
What Jeff Bezos’s defense of anecdotes can teach us about network observability
Careers at FAANG
Jun 15, 2026
8 min read
Why Microsoft and Oracle can be hyperscalers without belonging to Wall Street’s favorite acronym
May 18, 2026
37 min read
At scale, a “small” defect doesn’t fail loudly: it propagates quietly, fast, and everywhere you targeted.
May 11, 2026
39 min read
How hyperscalers stop defects from propagating, without stopping the world
Network Automation
May 8, 2026
13 min read
How a PR becomes a safe network change without turning “merge” into a leap of faith
May 4, 2026
25 min read
How hyperscale networks give edge POPs the freedom to make fast, local routing decisions without breaking global policy, convergence, or security.
May 1, 2026
A deep dive into a hidden RR cluster split, how consistency tooling changes the story, and the cultural anti-patterns that quietly invite inconsistent network state.
Apr 27, 2026
Turning intent into reality with transactional rollouts, consistency-aware observability, and controlled auto-correction.
Apr 20, 2026
18 min read
When the network lies: detecting and reconciling inconsistent state at scale
Apr 17, 2026
14 min read
How your teams can organize intent, code, and network delivery without turning Git into a junk drawer
Apr 13, 2026
How hyperscale teams compare intent vs reality, validate control and data planes, and build reconciliation loops so silent inconsistencies don’t become outages.
Apr 10, 2026
What intent actually looks like in a real repo, without turning into “config templates in YAML”
Career Growth
Apr 6, 2026
What continuous learning really looks like, and why CCDE became a strategic tool instead of another line on a CV.
Apr 3, 2026
And the components you must have (not just the ones vendors put on slides)
Mar 30, 2026
17 min read
What JSON is, how it actually works, and how to use it as the lingua franca of modern network automation.
Mar 27, 2026
11 min read
The market wants “ready-made” engineers, but without apprentices, there is no succession, no innovation, and no sustainable career path.
Mar 23, 2026
Why “Security First” and “Simplicity Over Complexity” aren’t posters for the wall, but operating rules that shape your decisions, your team, and your career.
Mar 16, 2026
19 min read
Why manual changes and ad-hoc scripts are no match for the financial, operational, and human cost of modern network failures, and how to build a software-centric automation strategy instead.
Mar 9, 2026
What hyperscale engineers figured out 15 years ago—and how you can apply the same mindset without needing hyperscale traffic.
Mar 6, 2026
How to use social media—LinkedIn included—to attract real opportunities, without turning yourself into Darth Vader, LORD.
Mar 2, 2026
Why mastering technology is only half your job, and how to translate your impact into business language that actually lands.
Feb 23, 2026
Why everything feels slower, messier, and smaller, and how to turn your FAANG experience into a superpower instead of a personality trait.
Network Security
Feb 20, 2026
20 min read
Why our tools are strong on paper, weak in deployment, and how operators can change that.
Feb 16, 2026
24 min read
Putting it all together, along with Bake-Offs, Pilots, and Reality Checks.
Feb 9, 2026
How real engineers compare technologies without falling for hype.
![[IBN] Pipelines: CI, Safety Gates, Simulation, and Staged Delivery](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=720,fit=scale-down,onerror=redirect/uploads/asset/file/4f639d9c-1f01-4110-bc0d-958e38f96a01/ibn4.jpeg?t=1766237160)
![[IBN] The Repo Layout](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=720,fit=scale-down,onerror=redirect/uploads/asset/file/176199d5-27cf-40db-b553-65b735d4d8fb/ibn3.jpeg?t=1766236624)
![[IBN] Modeling Intent: The Data Models That Don’t Collapse at Scale](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=720,fit=scale-down,onerror=redirect/uploads/asset/file/0a0106ad-a755-48d3-b155-c5616825a2ae/ibn2.jpeg?t=1766236610)
![[IBN] What “Intent-Based Networking” Actually Means](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=720,fit=scale-down,onerror=redirect/uploads/asset/file/4f0b72d7-3c75-4bda-aab7-0b4b80a55543/ibn1.jpeg?t=1766236407)
