[ DIR: /field-notes ] OK· 66 ENTRIES INDEXED

FIELD NOTES

Essays, short notes, and field reports — mostly on AI, systems, and the soft parts of engineering that actually determine whether things ship.

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★ PINNED2026.06.22 · 5 min

#LEADERSHIP

One in Four LinkedIn Jobs Is a Ghost. AI Didn't Just Eat the Work — It Poisoned the Signal You Hire By..

A new analysis from ResumeUp.AI looked at U.S. job listings on LinkedIn and concluded that 27.4% of them are likely "ghost jobs" — postings with no actual intention to hire anyone. More than one in four.

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── YEAR_202635 ENTRIES

Robots Went to Work This Month. The Story Stopped Being the Brain and Became the Price Tag.

In May, Japan Airlines put humanoid robots to work at Tokyo's Haneda Airport — a real, multi-year operational deployment, in one of the most safety-obsessed regulatory environments on the planet. The robots? Two Unitree-based platforms at roughly $15,400 a unit.

#ROBOTICS4 min→

Prompts Became Shells. Injection Stopped Being a Wrong-Answer Bug and Became Remote Code Execution.

On May 7, Microsoft's own security team published a finding with a title that should be taped to every agent developer's monitor: When prompts become shells. They found paths in Semantic Kernel where prompt injection escalated into host-level remote code execution.

#SOFTWARE DEVELOPMENT5 min→

Google Just Renamed the Platform You Standardized On. Vertex AI Is Gone, and "Best of Breed" Went With It.

At Google Cloud Next '26, Google did the thing every platform team dreads: it took the product you standardized on and made it stop existing. Vertex AI is now the Gemini Enterprise Agent Platform.

#PLATFORM STRATEGY5 min→

The Great Flattening: I Became a Manager Right as AI Started Deleting the Job

Gartner has a prediction floating around that should make every newly-minted manager set down their coffee: through 2026, 20% of organizations will use AI to flatten their org structure, eliminating more than half of current middle management positions.

#LEADERSHIP4 min→

The New AI Executive Order Skipped the Rules and Built a Vulnerability Machine Instead

The June 2 AI executive order's operative clause is buried in the cybersecurity section: Treasury, with NSA and CISA, must stand up an AI Cybersecurity Clearinghouse in 30 days. That's not a rulebook. It's a national CVE machine.

Your AI Agent Now Works While Your Laptop Is Off. Which Means It Was Never on Your Laptop.

Google's Gemini Spark works "even while your phone or laptop are turned off." The detail that matters isn't the autonomy — it's the location. It's a persistent cloud process holding your credentials, acting as you, 24/7.

ServiceNow's Project Arc Writes Its Own Workflow. The Runtime Just Became the Product.

ServiceNow's Project Arc completes multi-step enterprise work with no pre-built workflows. When the agent invents the plan at runtime, you can't pre-approve it — so governance moves from the design-time flowchart to the run-time container.

AI Use Is Now a Line Item in Your Performance Review. Usage Went Up. Confidence Went Down.

JPMorgan tracks ~65,000 engineers as light/heavy/non-users of AI and ties it to performance. In the same window, regular AI use rose 13% while confidence in its usefulness fell 18%. You mandated the proxy, and the proxy is garbage.

Inference Just Went GA on Your Laptop. "AI Equals an API Call" Was a Phase.

Quietly in the Build 2026 firehose, Microsoft shipped something with bigger long-term implications than another model: Foundry Local reached general availability. Where inference runs is now a design decision, not a constant.

Robots Hit a Data Wall. NVIDIA's Answer Is to Stop Collecting Reality and Start Generating It.

On June 1 at GTC Taipei, NVIDIA launched Cosmos 3, the first fully open omnimodel for physical AI. The robotics data wall doesn't get climbed anymore. It gets printed — and the sim-to-real gap is the whole game.

Microsoft Just Replaced OpenAI Inside Copilot. The Cord Wasn't Renegotiated This Time — It Was Cut.

At Build on June 2, Microsoft announced Project Polaris — an in-house coding model that becomes the default for every GitHub Copilot subscriber in August, replacing GPT-4 Turbo. The tell isn't a contract clause anymore. It's a default setting.

Your AI Agent Worked While You Slept. How Do You Know What It Did?

Anthropic's 2026 Agentic Coding Trends Report describes the new normal in plain language: "coordinated agent teams that can run autonomously for hours or days."

80,000 Tech Layoffs in Q1. Half Blamed on AI. Let's Not Lie to Ourselves

The tech industry cut nearly 80,000 jobs in the first quarter of 2026. That's the largest quarterly total since early 2023

There's an AI Smarter Than Anything You Can Buy — And You're Not Allowed to Use It

In April 2026, Anthropic announced Claude Mythos Preview — their most capable model to date, a meaningful step change above Opus 4.7 by every metric that matters.

The Model Treadmill Is Going Faster Than You Can Run

GPT-5.5 launched April 23rd. GPT-5.5 Instant replaced the default ChatGPT on May 5th.

Developers Think AI Makes Them 20% Faster. The Data Says They're 19% Slower.

Before you dismiss this as another study that doesn't apply to your team, your modern tools, your clearly working setup — hear the actual numbers.

#SOFTWARE DEVELOPMENT4 min→

Anthropic Just Invaded Wall Street — And It's Not What You Think

When a software company wants to sell to banks, it hires enterprise sales reps, attends Sibos, and waits two years for a security review.

Your Team Adopted AI Coding Tools. Why Is Everything Still Slow?

Your team adopted AI coding tools. Everyone's writing more code. PRs are up. Features are shipping. And somehow, deployments haven't sped up. The on-call rotation is more chaotic than before. The bug count isn't going down.

#LEADERSHIP5 min→

You're Still Doing Prompt Engineering. The Best Devs Moved On

Everyone's still talking about prompt engineering like it's 2023. "Be specific." "Use chain-of-thought." "Give examples." Entire courses, entire blog posts, entire LinkedIn carousels built around the premise that if you just ask the AI more cleverly, it will do better work.

92% of AI-Built Apps Have Critical Security Flaws. You Probably Deployed One

We spent two years celebrating AI productivity gains.

The Senior-Only Engineering Org Is a Trap. And Most Companies Are Already In It

A lot of engineering orgs made the same bet in 2025: cut junior devs, keep seniors, let AI handle the boilerplate. It made sense on a spreadsheet

You Used to Write Code. Now You Curate It. That's a Bigger Identity Shift Than Anyone's Admitting

"I'm faster now. I just don't feel like I'm doing anything."

Gartner Says 40% of AI Agent Projects Will Be Canceled by 2027. Here's Why They're Right

Right now, 17% of companies have actually deployed an AI agent in production.

Project Glasswing: The AI That Can Break Everything Is the Only Thing That Can Fix It

A 17-year-old bug was hiding in FreeBSD. Not some obscure academic fork — FreeBSD, the operating system running inside PlayStation consoles, Netflix servers, and who knows how many enterprise systems you interact with daily.

Charlotte Is Quietly Becoming an AI City. Most Local Businesses Don't Know It

Six construction projects visible from the 277 interchange, most of them commercial or mixed-use, all of them part of the same Charlotte story

The Charlotte Restaurant Survival Guide (AI Edition)

Running a restaurant in Charlotte right now is a special kind of masochism.

When AI Builds It, Nobody Knows What It Does

I asked a simple question. Not a technical one — not about architecture or APIs or latency. I asked about the bounds of the product. What it could do. Where it stopped. What problems it wasn't designed to solve.

More Than Half of GitHub Is Now AI-Written. Nobody Celebrated

GitHub reports that over 51% of all code committed to its platform in early 2026 was either generated or substantially assisted by AI

Engineering Leaders Are Using AI. Their CFOs Are Asking Why

Your team is using AI for a huge chunk of their work. Your CFO wants to know what that bought them. Do you have an answer?

#LEADERSHIP4 min→

The AI Arms Race Is Now Measured in Days, Not Years

Anthropic dropped Claude Opus 4.7 on April 16th. OpenAI released GPT-5.5 within days. Not weeks. Not the same month. Days.

The AI Coding Stack Nobody Designed — And Everyone Is Already Using

In the first week of April 2026, three things happened quietly: Cursor shipped a rebuilt interface for orchestrating parallel agents. OpenAI published an official Codex plugin that runs inside Claude Code.

The AI Toolkit Every Charlotte Small Business Should Actually Be Using

There's a funny thing happening in Charlotte right now.

AI Makes Senior Engineers Faster. It Makes Junior Engineers Worse.

AI tools make senior engineers dramatically more productive. They make junior engineers slower.

Sundar Pichai Just Redefined What a Software Engineer Is

Google just told us that 75% of its new code is AI-written. The other 25% is the job description you actually have now.

MCP Hit 97 Million Downloads — And Most Devs Still Don't Know What It Is

── YEAR_202529 ENTRIES

Tesla's FSD Crash Shows Autonomous Driving Is Still a Pipe Dream in 2025

Tesla's Full Self-Driving (FSD) claims have long hovered between visionary ambition and the sinking reality of ongoing technical failures.

$100K H-1B Fee: Wealth Gatekeeping Over Skilled Immigration

I once spent a sprint planning meeting debating the word "sprint," so you can imagine my disbelief as Washington blindsided the tech world with a $100,000 fee slapped onto every new H-1B visa applicat...

#LEADERSHIP3 min→

DoorDash Drone Trials in San Francisco: Futuristic Promise or Regulatory Nightmare?

It starts with a warehouse in San Francisco — sterile, humming with automation — where DoorDash plans to launch its drone delivery tests.

Microsoft Entra ID Flaws Expose Critical Risks in Cloud Identity Security

In the symphony of modern cloud infrastructure, identity management platforms like Microsoft's Entra ID (formerly Azure Active Directory) play the role of the conductor.

#VULNERABILITY3 min→

Why Agile Methodologies Are Failing Your Team and How to Fix It Today

Picture this: it's Monday morning, your calendar is a crime scene of back-to-back Agile ceremonies, and you're about to drown in a sea of sticky notes scribbled by someone who clearly thinks "iteratio...

OpenAI's New AI Jobs Platform and Certification: Game-Changer or Just Another Resume Sticker?

Picture this: You're at yet another fortune-cookie-filled tech webinar, eyes glazed over, when the speaker unveils OpenAI's latest brainchild — an AI-powered jobs platform combined with a certificatio...

Stripe's Tempo Blockchain: Stablecoins, Big Names, and a Crypto Revolution in the Making

Picture yourself trying to send money across borders in 2025—not exactly the scene from a sci-fi blockbuster, but close. You're hitting 'send' on a stablecoin payment and waiting... and waiting...

#BLOCKCHAIN4 min→

How Amazon, Google & Microsoft Plan to Train Americans for an AI-Dominated Future

Imagine you're at a dinner party, and everyone's nervously chatting about AI, except these conversations actually have a clear plan behind them.

Amazon's Strict Return-to-Office Policy Is Driving Away Top Tech Talent in AI Race

Picture this: a sharp AI engineer, armed with niche GenAI skills and a burning ambition to change the world, scans through job offers on a rainy Seattle morning.

#LEADERSHIP4 min→

Microsoft Open-Sources Bill Gates' 6502 BASIC: A Legendary 1978 Interpreter Goes MIT Free

Picture this: it's 1978, you've just unboxed an Apple II, a Commodore PET, or a C64. The glowing green cursor blinks back at you as you clumsily type "10 PRINT "HELLO"" followed by "20 GOTO 10.

#OPEN SOURCE5 min→

Monolith to Microservices: A Survival Guide for the Weary Manager

The Monolith: A City Built on Toaster Ovens and Duct Tape Picture a metropolis where every building shares the same electrical grid, sewage system, and Wi-Fi password.

#SOFTWARE DEVELOPMENT3 min→

Blockchain Beyond Crypto: Supply Chain & Healthcare Use Cases with ROI Guide for Managers

You're in a boardroom where someone just dropped "blockchain" like a verbal grenade. Suddenly, everyone's nodding like they've decoded the Matrix.

#BLOCKCHAIN3 min→

Legacy Systems: How to Modernize Without Losing Your Mind (or Budget)

Your team's huddled in a conference room that smells of stale coffee and existential dread. The CTO just declared your 20-year-old inventory system "a ticking time bomb.

#SOFTWARE DEVELOPMENT3 min→

Silent Quitting: Spot the Signs and Rekindle Your Team's Fire

Sarah, your once-enthusiastic UX designer, now spends meetings doodling palm trees on her notebook. Her Slack responses have devolved into "👍" and "cool.

#LEADERSHIP3 min→

Navigating AI in Business: Pitfalls, Myths, and How to Dodge Disaster Like a Pro

Your CEO, fresh from a Silicon Valley keynote, declares, "We're going AI-first!" Six months later, your chatbot suggests pineapple pizza toppings to gluten-free customers, your HR algorithm rejects ev...

Quantum Computing Readiness: Cut Through the Hype and Prepare Like a Pro

You're in a boardroom. Someone drops "quantum" into the conversation like a live grenade. Suddenly, everyone's an expert.

#SOFTWARE DEVELOPMENT3 min→

Code Clarity to Pay Parity: Why Less Detail Means More Money

You're in a sprint planning meeting. Your manager scribbles "optimize user journey" on the whiteboard, then vanishes like a crypto bro during a bear market. The junior devs panic. You? You smirk.

#SOFTWARE DEVELOPMENT4 min→

Remote Work Wars: CEOs, Tax Breaks, and the Fight for Your Couch

Let's start with a scene we all know too well: It's 8:45 AM. You're halfway through a Zoom call with your camera off, wearing pajama bottoms and a collared shirt salvaged from the "maybe clean?" pile.

#LEADERSHIP4 min→

Do You Need a Software Development Degree? Myths vs. Paychecks

Two candidates were interviewed for a web dev role. Candidate A has a CS degree and a 4.0 GPA. Candidate B built a TikTok clone while binge-watching Severance.

#SOFTWARE DEVELOPMENT3 min→

Executives' Tech Delusion: Why Your Stack Isn't as Shiny as You Think

Picture this: A CTO proudly demoes your company's "AI-powered blockchain cloud"… which is actually a jury-rigged Excel macro hosted on a 2012 server.

#LEADERSHIP3 min→

Revive Stagnant Employees: Leadership Tactics That Actually Work

Picture this: You're staring at Sarah's quarterly review. Six months ago, she was your go-to for debugging existential crises in the codebase. Now? She's mailing it in like a DMV clerk on a Friday.

#LEADERSHIP3 min→

Coding AI: The Good, The Bad, and The \"Why Is My App Calculating the Meaning of Life?\

The Day My Code Tried to Outsmart Me It's 2 AM. You've got 47 tabs open, half a cold pizza, and a deadline that's closer than your last Zoom meeting's "5-minute break.

Agile's Identity Crisis: How We Turned a Manifesto Into a Mad Lib

The Day Agile Became a Buzzword Bingo Modern Agile has become a "Rorschach test where everyone sees something different," with competing visions between stakeholders.

Software Development 2025: The 9 Essential Skills Every Engineer Must Master

Imagine it's Monday morning, 2025. The coffee machine's broken, the sales team is convinced AI will magically solve their backlog, and your manager just scheduled another "emergency" standup—an hour b...

#SOFTWARE DEVELOPMENT8 min→

Microservice Vs Monolith: The Current State Of Development

There has been an ongoing discussion for years on the best approach to software development. But where do we stand now? Things have rapidly changed and theories have had time to be proven.

#SOFTWARE DEVELOPMENT6 min→

How Meeting Madness Is Turning Tech Workers Into Brain-Fried Robots (And How to Reboot)

The Meeting Apocalypse Is Here—And Your Brain Is the Casualty Picture this: You're trapped in a digital trash compactor. Instead of walls closing in, it's back-to-back calendar invites.

#LEADERSHIP5 min→

Think Like A Software Owner, Not A Developer

Does that statement sound familiar? Most organizations try to commoditize innovation. They do this by creating a dedicated innovation lab or an innovation team.

#SOFTWARE DEVELOPMENT5 min→

How Severe A.D.D Changed My Approach To Development And Leadership

How It Started I have a very special daughter. Throughout her life, we have had all kinds of medical challenges. One night my wife was preparing for a Drs visit for her.

#SOFTWARE DEVELOPMENT8 min→

Leadership: Transparency, A Strength Or A Weakness?

No, I am not taking my turn in a leadership anonymous meeting, that is part of my conversation with one of my new hires. I believe in transparency and so far its worked for me.

#LEADERSHIP6 min→

── YEAR_20191 ENTRY

I Just Heard That Monoliths Are The Future Of Software Development

Monoliths are the Future? Tesla has had some bad press around auto-pilot. Multiple crashes have happened due to the driver falling asleep.

#SOFTWARE DEVELOPMENT6 min→

// ARCHIVE_INDEX · BY_YEAR

2026

36 ENTRIES

2025

29 ENTRIES

2019

01 ENTRIES