Tech & Crypto

AI Is Making Code Cheap. Being Wrong Is Getting Expensive.

AI coding agents and automated theorem provers are changing software engineering. Their most disruptive effect may be the growing distance between producing an answer and establishing that it deserves our trust.

# Gas Meter Replacement Goes Paperless: How the Tablet Workflow Works

# Your Infrastructure Is Undocumented. Your AI Is Figuring It Out Anyway.

# Binance Futures During a Server Outage: What One Hour of Downtime Really Changes

What Do You Actually Own When You Buy a Tokenized Asset?

RWA in DeFi: Why Safe Assets Can Become Risky Collateral

Tokenized Treasuries can become risky DeFi collateral. Explore how oracle errors, transfer restrictions, and cross-chain failures affect RWA lending. rwa-defi-collateral-risks

The Trouble With Having Made It

Tokenization Outlook 2027–2030: Who Will Profit?

Who will profit from institutional tokenization? A 2027–2030 outlook on Wall Street, infrastructure providers, operating costs, and three adoption scenarios.

RWA Tokenization: what do you actually own?

Tokenized stocks, gold, Treasuries, and real estate promise easier access. Discover what RWA tokens really represent and why liquidity still matters.

RWA Tokenization in 2026: Wall Street Is Moving On-Chain. Liquidity Is Taking Longer.

Real-world asset tokenization is changing how financial assets are issued, held, and transferred. The harder question is whether it can build markets people actually trade.

Trading analytics in 2026: what your P&L isn’t telling you

Explore 2026 trading analytics trends, from AI trade reviews to dashboards tracking P&L, drawdowns, win rate, fees, volatility, and strategy performance.

Phone Won’t Turn On? What a Black Screen Really Means

Why a Dead Phone Is Not a Diagnosis: How Board-Level Technicians Actually Find the Fault

When code becomes cheap, judgment becomes the work

What It Really Costs to Build a Professional Smartphone Repair Bench in 2026

This is pair programming now

AI can double your output. What happens to your salary?

Inside the smartphone: why a tiny fault can silence an entire device

We give AI a nonlinear workflow for code. Why not for novels?

AI Can Double the Output. It Does Not Double the Salary.

The Risk of Making ChatGPT Your Only Information Source

When AI Writes 100,000 Lines of Code, the Real Problem Is Not the Code

Productivity, KPIs, and Credit: What Counts When AI Writes the Code?

When Code Becomes Abundant, Understanding Becomes Expensive

AI is accelerating software production. The harder question is whether engineering teams can verify, maintain and take responsibility for everything they ship. By Julia Iv · Software Engineering · AI & Accountability

What engineers actually do with Claude Code in 2026.

Software Engineering in 2026: From Hands-on Keyboard to Eyes-on-Code?

The Modern Microsoldering Bench

From Tools to Diagnostic Infrastructure

Inside the Microsoldering Bench: How Board-Level Smartphone Repair Really Works

When AI Starts Looking North

The Cabin After the Internet: How IT Cabin Rewrites the Nineteenth-Century Escape Narrative

From Walden and “Bartleby” to Somerset Maugham’s Strickland, literature has long sent men away from society. Julia Iv’s IT Cabin asks what happens when society follows them through the screen. By Julia Iv

Astra connected before anyone asked her to

The moment a routine task exposed the missing layer in the agentic workflow.

Software Engineering in 2026: From Hands-on-Keyboard to Eyes-on-Code?

# The Visible-Code Black Box: A Production Assurance Framework for AI-Generated Software

The visible-code black box: when AI writes faster than humans can understand

100,000 Lines in Two Weeks: When AI-Generated Code Becomes a Black Box

Agents Make Code Cheap. They Don’t Make Correctness Cheap.

How a Brilliant 26-Year-Old Tech Worker Became Unhireable

Why AI Image Recognition Fails on Simple Diagrams: A Real ChatGPT Worksheet Test

ChatGPT could read the text on a fifth-grade biology worksheet, understand the subject, and explain the task. Then nine empty boxes and a few merged arrows exposed a much harder problem: visual reasoning.

Hot Air Is Not a Diagnosis: Inside Smartphone Board-Level Repair

A microscope-filled repair bench can look impressive. But real smartphone board repair depends on diagnosis, process control, and knowing when not to apply heat.

The Most Expensive Button in Tech Is Sometimes “Place Order”

Your customer already has a better AI than your bot

He came to town for supplies. The town already knew where he lived.

The best bug is not the one you fix quickly.

What Is a Forwarder in Crypto? How Smart Contracts Relay Transactions and Move Funds

I write IT Cabin because my brain still insists on thinking for itself. I sketch messy drafts across A4 sheets not just burn tokens and somewhere between fiction and technology, new questions keep appearing. IT Cabin is coming soon. Find me on Amazon and follow along for the release.

Tokenized Stocks, Explained: What Actually Lives On-Chain?