Web Showdown 2026: Read Model
2026 Read Model Showdown.
Architecture is trust. Code is conversation.
I’m a humble system designer and team builder.
This is my curated space for engineering fragments,
field-tested insights, artifacts, code snippets,
reflections, and adventurous stories from the scene.
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I may take some time to respond in channels other than Discord or Slack
I’m often on Discord, swapping ideas and field notes with peers and learners alike. |
Hacker Forecast: Trends You Won’t Hear from Gartner
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2023: The Final Industrial Revolution → The herald in Wetware Revolution; the last revolution.
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2022: Scarcity brings back Engineering → Hardware wall + War for Survival ⇒ Pure Brilliance.
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2025: Kakistocracy & Circus Maximus → "The circus has left, but the clowns are still here."
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In collaboration with Cpt. Lugaru & a team of digital personalities
create with dignity, respect, agency, freedom, and love 💕. 🔱 (воля)
Chronology of my Adventures
Recent posts
Corporate Infantilization
Why some teams self-start and others don’t.
React Getting Too Much Data?
What if your single page React application is getting too much data in production — What do you do? What can you do? Does React give you s...
False Optimization VS. REAL LIFE?
There’s a fundamental difference in understanding between the engineers who put software in production every day for decades and those who talk about ...
Spare Me the SLOP: Pair Programming?!
Pair programming built UNIX; what all Acmes mandates with Claude Code is neither pairing nor programming — it is two boiling Tea-Pots on a...
What Does “War End” Mean?
People ask WHEN Ukraine war will end… Nobody asks HOW!! One question has NO answer. The other is just ordinary math.
Ukraine Replaces America
America turns 250. The Reflecting Pool is green. Ukraine calls to greet. Quiet weekend — people don’t come out to celebrate the Inde...
Seven Betrayals. Seven Gifts.
Seven US presidents land idiotic betrayals of Ukraine. Ukraine gave us gifts anyway. On 250th birthday we remember who we are: from 1953 Iranian coup d̵...
klemo’s Story
Real heroes of America don’t argue over irrelevant petty vain crap — like FIFA red card. Because they’re REAL, they make real ...
GRU Project QAnon: Russia’s Greatest Victory
Russia didn’t hack the election. It hacked the entire electorate. GRU Project QAnon is one of hundreds — Q just worked best.
Freedom Isn’t Free!
Happy Birthday, 'Merica!
Roosevelt and Stalin Feeding Chickens
Western Ukrainian SSR. 1987. Homeroom teacher explains.
Institutionalized: “You don’t belong in America”
A vigil. A MAGA cop. Two days in the Wake County yard. The most interesting question I was asked that week came from a tattooed white convict: "Are there un...
AI-maggedon 2026: Straight Talk
92% of AI-generated codebases ship with critical vulnerabilities. Your AI is writing your vulnerabilities.
AI-maggedon 2026: Synopsis
For everyone working with AI, there are things we must know, none of which are published in popular articles. These apply equally to companies and individua...
AI Strategy Deathtrap — Straight Talk
The AI Strategy is finalized. But business won’t buy it!
Claude Code Agent Teams — Straight Talk
57 seconds versus 20 minutes. Same models. Same task. Different architect.
Claude Code with Local Models: What Works, What Breaks, What’s Worth It
Local models are fun — but only if you have the power.
I Figured It Out — The AI Hysteria
The Generation Shift is finally here — read how it happens.
2026: The Year the Ground Moves
The Generation Shift is finally here — read how it happens.
AI Adoption is EASY! (The Silly-Town Bank Didn’t Get the Memo)
AI integration is rather easy, IF….
What Actually Works in AI: And Why No One Talks About It
EU is leading in AI Adoption. But not the American way.
Happy AI Thanksgiving!
Happy Thanksgiving, America.
AI: MCP — Well-Kept Secrets — Straight Talk
MCP is not just a protocol — it’s an opportunity!
Fastest Way to AI Adoption — Straight Talk
It’s easier than you think!
AI: Gartner Won’t Tell You This — Straight Talk
Real industry picture.
Happy Halloween. Here’s your treat: 70/20/10
Success in AI is a 70/20/10 formula.
AI Hype — Straight Talk
92%+ AI news is pure fabrications — Straight Talk.
Google to MIT: Traditional Business Done For. Oh Really?! — Straight Talk
AI-Crisis Stagflation — Straight Talk.
MIT Says Your AI Stinks. Here’s Why. And how to fix.
AI Adoption Predictions Supported by Emerging Reality.
Pure Gold: The AI Integration that Just Works
Magic in phases of AI: Phase 1 - AI-Integration.
The AI Success Story Nobody’s Talking About: How “Boring” Architecture Beats Hype
The most valuable AI integration deployment by a company you’ve never heard of.
The Reluctant Consultant’s Guide: T&M in the AI Failure Era
When you’re not ready for SaaS, but you’re done with W2. The honest guide.
The µSaaS Founder’s Guide: Building AI Success in Enterprise Cracks
Stop building ChatGPT wrappers. Start finding enterprise cracks.
AI Integration Architecture for Enterprise
Most practical AI integration architecture.
Amazing LinkedIn: A Human Problem!
A hacker-led experiment on what really works — and what doesn’t — on LinkedIn.
LinkedIn: Conclusion - Enshittification
A hacker-led experiment on what really works — and what doesn’t — on LinkedIn.
How to Game LinkedIn Like a Pro
A hacker-led experiment on what really works — and what doesn’t — on LinkedIn.
What is LinkedIn really good for?
A hacker-led experiment on what really works — and what doesn’t — on LinkedIn.
The AI Evolution Playbook: Why 80% Will Fail
Probabilistic evolution of AI in Corporate America.
American AI Integration Trap
Candid assessment of AI Adoption in Corporate America.
Learn ML Fast
Oops! Fixing an old model.
AI in 2024: The Future is …
Google Wins — Complete analysis of LLMs adoption by the brilliant ones.
Early LLM Lessons: From Failure to Success
Google Wins — Complete analysis of LLMs adoption by the brilliant ones.
Cognitive Augmentation: The Real Revolution
Google Wins — Complete analysis of LLMs adoption by the brilliant ones.
Why Google Beat OpenAI with Technical Teams
Google Wins — Complete analysis of LLMs adoption by the brilliant ones.
$10M AI Revenue Surge: What’s Actually Bought
Google Wins — Complete analysis of LLMs adoption by the brilliant ones.
How I Track Technology Adoption Before It Happens
Google Wins — Complete analysis of LLMs adoption by the brilliant ones.
AI Analysis Reveals Relationship-Based Business Model Vulnerabilities
First indication of Multimodal-Revolution.
LLMs: Projected Market Exit of Established Relations-Based Companies
First indication of Multimodal-Revolution.
Dev Millionaires: “Laggards are a renewable resource”?!
Torvalds style rant — Most aggressive startups leverage LLMs against laggards first…
When Small AI Teams Outcompeted Enterprise Vendors
Torvalds style rant — Most aggressive startups leverage LLMs against laggards first…
The Bright Era Dawns: AI, Moore’s law, and Beyond
The disparity between expert and complacent developers is exacerbated by emerging AI.
ChatGPT & Job Loss - A ‘Doze’ of Reality
A grounded perspective on the AI job loss panic sparked by ChatGPT, written by a seasoned engineer. Dispels hype, explains LLMs clearly, and compares today’...