MPLS vs SD-WAN in 2026: the decision isn't close anymore, except when it is
For years, "MPLS vs SD-WAN" was a genuine, close debate. In 2026 it mostly isn't, for most companies, and it's worth understanding exactly why, beca…
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Cisco enterprise networking without the vendor pitch
Ask about Cisco and you'll get either a sales deck or a shrug, "it's just the enterprise networking company." Both miss the actual engineering reaso…
I Asked a Free Model the Same Question for 48 Hours. The Drift Was the Signal.
Most model benchmarks tell you how smart the model is on the first attempt, which is almost never the problem in production. The real problem is wha…
AI Drafted the Docs. Your Job Is Decisions, Not Prose.
AI Drafted the Docs. Your Job Is Decisions, Not Prose. When a language model drafts documentation, the bottleneck shifts from writing to reviewing,…
The Essence of Technology Is Not Code — It's Solving Problems. Forcing Them to Be the Same Is a Bias.
For those chasing lines of code while forgetting the problem itself. I. A Striking Scene Let me start with something that actually happened around m…
Why Some RAXXO Tools Are One-Time Buys, Others Subscriptions
RAXXO sells across three shapes of value, merch, one-time digital downloads, and hosted tools, and the pricing model follows the shape instead of a…
GitHub Copilot Spending Limit: How to Set It, What It Caps
A GitHub Copilot spending limit is a monthly budget, set in billing settings, that caps metered AI credit consumption for an enterprise, an organiza…
How to Open a 50GB Log File — and Reopen It in 0.05 Seconds. A klogg Alternative, Benchmarked
If you searched for a klogg alternative , you probably already know klogg is good. It is fast, it is free, it is open source, and it runs on Windows…
My New Portfolio.
𝗚𝗮𝘄𝗮𝗱’𝘀 𝗦𝘁𝗲𝗹𝗹𝗮𝗿 𝗦𝘆𝘀𝘁𝗲𝗺: “𝗔 𝘂𝗻𝗶𝘃𝗲𝗿𝘀𝗲 𝘄𝗵𝗲𝗿𝗲 𝘂𝗻𝗶𝗾𝘂𝗲𝗻𝗲𝘀𝘀 𝗮𝗻𝗱 𝗵𝗮𝗿𝗺𝗼𝗻𝘆 𝗮𝗿𝗲 𝗲𝘃𝗲𝗿𝘆𝘁𝗵𝗶𝗻𝗴.” While working on my portfolio, I realized that a normal static web…
Why AI Websites All Look the Same and How to Build Something Different
If you've built a website with AI recently, there is a good chance it looks familiar. Maybe you have seen the same oversized hero headline, the same…
3 years into CS and still not sure I "get" it some days
anyone else feel like the more you learn the more you realize how little you actually know? third year of uni now, been grinding Java/Spring Boot st…
Aider: AI pair programming ใน terminal — เทียบหมัดต่อหมัดกับคู่แข่ง 5 ตัว
📅 เขียนเมื่อ: สิงหาคม 2026 | Aider 0.86.x, Claude Code 2.1.x, OpenAI Codex 0.150.x ⚠️ API/เวอร์ชันอาจเปลี่ยนแปลง — ตรวจสอบเอกสารล่าสุดก่อนใช้งาน ถ้า…
How I Architected 84 Custom Skills for Claude Code to Automate My Daily Engineering
I've been using Anthropic's Claude Code and autonomous coding agents in production daily as an AI Product Manager & Full-Stack AI Engineer at a…
How I find out whether a filter is filtering: ask it two questions that cannot share an answer
A tool that filters can fail in a way that is almost impossible to notice: it returns a plausible number of plausible results, and none of them were…
Notion vs Markdown: the honest comparison
"Notion vs Obsidian" is the wrong framing — that's app vs app. The real comparison is app vs stack: can a markdown setup give you what Notion gives…
One AI Chat Is Not a Research Workspace
Originally published on omid.dev . I was deep in a research thread that was not going to become a weekend post. The topic started small: juniors ask…
Protecting Analytics Data
Protecting Analytics Data Why analytics infrastructure needs security from the beginning. Analytics is often treated as harmless infrastructure. A s…
How AI Improves Developer Productivity in Large Teams (2026)
Originally published at nlocoding.com 81% of enterprise developers now use AI tools daily—yet GitHub data shows most codebases still miss 34% of aut…
Why We Built WebPulse
Why We Built WebPulse How we're building a focused alternative to traditional web analytics. For years, web analytics has followed a familiar patter…
I'm 12. My "Bug Report" article just beat my "Viral Origin Story" (and other funny things that happened today)
Two days ago, I posted my origin story: "I'm 12. I don't have a laptop. I built a full-stack AI SaaS on my Android phone." It went viral. I felt lik…
NoWreck v0.12.0 — Provider Consolidation + Scan Caching
NoWreck v0.12.0 — Provider Consolidation + Scan Caching AstralXVoid / NoWreck A CLI tool that verifies AI coding assistant claims against actual str…
My OAuth Tokens Kept Expiring Every 7 Days, and the Reason Was a Dropdown Labeled 'Testing'
Three weeks into running my publishing pipeline on autopilot, it just stopped. Not with a crash -- with the exact same error I'd already spent a wee…
Emotional Rollbacks: Why We Revert to Old Versions of Ourselves Around Certain People
How specific relationships reactivate archived behavioral patterns, why personal growth collapses in familiar emotional environments, and what happe…
Omarchy: an opinionated Arch install that ships someone else's taste
Most Linux distributions hand you a foundation and a shrug. Omarchy hands you a finished desk. It is an omakase Linux distribution based on Arch, th…
The 59% Never Happened to You
The 59% in that headline is not a feature-branch number. It measures the year-over-year increase in the average number of daily workflow runs across…
Go Doesn't Force Clean Architecture. That's Your Job.
The criticism of this is everywhere. Open any Go thread long enough and someone will show up to perform the same ritual: "Go projects become messy.…
How to Edit Images, PDFs, and Text Without Uploading Your Files Anywhere
Most "free online tools" have a dirty little secret: the moment you drop a file in, it gets uploaded to someone else's server. Your tax PDF, your ID…
15 Git Commands That Quietly Separate Juniors from Seniors
Everyone knows add , commit , push . That's the entry fee, not the game. The developers who move fast — the ones who never lose work, never ship an…
An 18-hour half-life for mixed launch feeds
Product Hunt, Hacker News, and GitHub do not speak the same language. One is votes in a 24-hour window, one is comments on a Show HN, one is stars o…
Designing a Cross-Device Workout Workflow Around YouTube Timestamps
Saving a YouTube workout and using it in a repeatable training system are different product problems. A bookmark preserves a URL. A training workflo…