Careers at FAANG
Apr 13, 2026
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25 min read
How hyperscale teams compare intent vs reality, validate control and data planes, and build reconciliation loops so silent inconsistencies don’t become outages.
Network Automation
Apr 10, 2026
13 min read
What intent actually looks like in a real repo, without turning into “config templates in YAML”
Career Growth
Apr 6, 2026
14 min read
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.
![[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)
