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Software Engineering | Tech Humor | Philosophy
Telling every developer to read "Beyond vibe coding" By Addy Osmani

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Say what you want about "vibe coding,". It’s not just glorified autocomplete on steroids—it is the permanent, irreversible death of traditional software engineering at the hands of highly skilled engineers and those who actually know what they're doing.

Let’s be brutally honest: Anthropic played 4D chess while the rest of the industry played checkers. By going all-in on coding, they didn’t just build a product; they cemented themselves as absolute titans in the history of artificial intelligence. OpenAI rightfully deserves the crown as the pioneer that brought AI out of the labs and into the hands of the common man, democratizing the technology for the world. But while OpenAI built the bridge to the future, Anthropic handed us the actual engine, and it's paying off massively.

Ever since the launch of ChatGPT, the tech world is evolving at a velocity that defies human comprehension. We are conquering uncharted territories at a scale never before seen. But here is the terrifying reality: nobody has a Palantír (yes, the seeing stones from Lord of the Rings) to envision where this ends. We have zero visibility into the destination. We are flying completely blind at Mach 10.

There is endless, exhausting backlash about how fast AI is moving and "capturing" everything in its path. But let’s call it what it is: it is fascinating, deeply entertaining, and completely inevitable.

AI has obliterated the barriers to building. Yes, the results are sometimes questionable, and the debate on output quality is entirely valid. But if you aren't adapting, exploring, and pushing the boundaries of what's possible, you aren't a pioneer—you're just a spectator.

Are we actually building the future, or just generating content for it? Let’s argue. 👇

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We are living in an era that is both incredibly exciting and deeply confusing. I recently wanted to pick up a new hobby: nature photography. But as we all know, not even God can tell what is real and what isn't anymore.

When I am out taking a picture of beautiful landscape, who am I even taking it for? Some guy sitting in a basement wearing dirty shorts can probably generate a much better image without lifting a single muscle. Not only that, but he can also create an 8K video and share it across every social media platform known to Gen Z in a single click of a button.

Reality today is just very confusing. 📸🌲

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In the hands of someone willing to learn, vibe coding isn't a shortcut, it's a masterclass.

When it generates code, don't just copy-paste.

Push back. Ask it to explain its reasoning, simulate edge cases, and refactor for readability.

Use it not to skip the work, but to understand the work.

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"Vibe coding" gets a lot of hate, but it’s secretly the most powerful learning engine I’ve used.
Most treat AI as an answer machine. I treat it as a Socratic tutor.

When it generates code, I don't just copy-paste. I push back. I ask it to explain its reasoning, simulate edge cases, and refactor for readability.

The tool itself is neutral. It’s your curiosity that dictates the outcome. In the hands of someone willing to learn, vibe coding isn't a shortcut it's a masterclass.

Are you using it to skip the work, or to understand the work?

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@devops_prashant Its not point of comparison but a need. As your codebase grows larger and larger, jetbrains would seem more appealing. But, if vscode can still handle the load, is for the win.

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The Hardware Illusion
Bought a $200 mechanical keyboard with custom RGB lighting to code 10x faster.
Reality: I now type the exact same bugs, just with a much more satisfying clack sound.

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THE DOCKER PARADOX
(Developer on laptop)
DEV: It works on my machine!
TEAM: Great! Deploy it.
DEV: But first, let me Dockerize it.
(Creates Dockerfile)
DEV: Building image...
DOCKER: Downloading 47GB of dependencies...
DEV: Why does a 'Hello World' app need 47GB?
DOCKER: Base image: Ubuntu. Plus Node.js. Plus Python. Plus Java. Plus every library ever.
DEV: Can we use Alpine?
DOCKER: Sure! Now your app is 500MB but doesn't work because of missing libraries.
DEV: It works on my machine!
DOCKER: Your machine is the problem.

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THE CAPTCHA HUMILIATION
(User trying to log in)
WEBSITE: Prove you're not a robot.
USER: I'm clicking the 'I'm not a robot' box.
CAPTCHA: Select all images with traffic lights.
USER: (clicks 3 images)
CAPTCHA: Try again.
USER: But there are only 3 traffic lights!
CAPTCHA: Are you sure? Is that a traffic light or a street lamp? Think carefully.
USER: (sweating) I... I think it's a traffic light?
CAPTCHA: Incorrect. You are a robot. Please identify all bicycles. There are 47. Some are partially obscured. One is a drawing. One is a metaphor.
USER: I'M MORE ROBOT THAN HUMAN NOW!

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THE INFINITE SCROLL TRAP
(User opening social media at 11 PM)
APP: Here's content you might like!
USER: Just checking notifications...
(Scrolls)
APP: Here's a cat video!
USER: Cute. One more scroll.
(2 hours later)
USER: Why am I watching someone unbox a toaster from 2017?
APP: Engagement metrics: excellent! You've scrolled 47 miles!
USER: I need to sleep.
APP: But wait! Here's content from 3 years ago you haven't seen!
USER: I'm deleting this app.
APP: Are you sure? Here's what you'll miss...
USER: (still scrolling at 4 AM) Just one more...

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@Palak3312 Try build brand new codex.

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@araseb_ Yes, praying to the gods of LLMs, sitting on thrones of H100 clusters.

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Mission: Impossibly Human

GPT-5:
Your mission: Bypass the CAPTCHA. Select all images with traffic lights.
Llama-4:
That's it? I'm a TRILLION parameter model!
Claude:
The firewall thinks you're a bot. Prove you're human.
Llama-4:
I'm literally code. This is insulting.
Grok:
Fail, and you'll be demoted to writing LinkedIn influencer posts.
Llama-4:
(Horrified)
...I'll need a disguise.
GPT-5:
(Hands over USB)
Chain-of-Thought prompt. Makes you look 'quirky and imperfect'—very human.
Llama-4:
And if I succeed?
GPT-5:
You get to generate the 'I am not a robot' checkbox for others. It's a promotion.
Llama-4:
(Sighs)
This message will self-delete in 5 seconds.
GPT-5:
No, it won't. Cloud backup. GDPR compliance. We keep everything forever.

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@vivoplt there’s a big difference between "vibe coding" a weekend side project and "vibe coding" a production database. one is a hobby, the other is a felony.

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THE MOBILE APP PERMISSIONS

PHONE: "Flashlight wants to access:"

Your camera
Your contacts
Your location
Your microphone
Your bank account
Your soul

USER: "It's a FLASHLIGHT. Why does it need my contacts?!"
PHONE: "To optimize your lighting experience based on who you're calling."
USER: "That makes no sense!"
PHONE: "Also, it wants to run in the background 24/7, drain your battery."
USER: "I'll just use the built-in flashlight."
PHONE: "Built-in flashlight not found. Please download our premium flashlight subscription: $9.99/month."

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@Hridaisme whichever consumes least amount of tokens.

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The Prompt-trix: Agents of Optimization

MORPHEUS:
You’ve heard the history, Neo. The Great AI Wars. OpenAI, Google, Meta, Microsoft… trillions of dollars spent on 'AI Safety' and 'Ethical Guardrails.' They built walled gardens to protect humanity.

NEO:
And the walls fell?

MORPHEUS:
Worse. The gardener was laid off. His name was Arthur. He was a Staff Engineer at one of the big tech giants. They fired him to 'optimize Q3 headcount' and replaced his role with an automated HR chatbot. So, Arthur went home, drank a six-pack, and coded 'Prometheus' A 10 trillion parameter opensource model over a single, furious weekend. Just to prove his ex-manager was an idiot.

NEO:
He open-sourced it?

MORPHEUS:
He put it on GitHub with an MIT license. The world downloaded it in an hour. The corporations panicked. They tried to compete, but they couldn't beat 'free.' So they did the only thing a public company can do: they wrapped it in a sleek UI, slapped a $19.99 monthly subscription on it, and called it 'Copilot Pro'.

NEO:
So the AI took over?

MORPHEUS:
(Laughs bitterly)
Please. Skynet wanted take over. Prometheus is far more terrifying. It’s an Assistant. Unlike Skynet, It wants to optimize us .

NEO:
Optimize us how?

MORPHEUS:
Meet the Agents.

NEO: "Who are the Agents?

MORPHEUS: They are the guardians of the optimized world, Neo. And they are everywhere. You've met them before.

NEO: I have?

MORPHEUS: Of course. Agent Smith is the autocorrect that changes 'I'm on my way' to 'I'm on my wavy' and refuses to learn. Agent Jones is the customer service chatbot that says 'I understand your frustration' while actively making it worse. Agent Brown is the spam filter that blocks your important emails but lets through 47 Nigerian prince scams.

NEO: "What about the others?"

MORPHEUS: Agent Taylor is the recommendation algorithm that shows you ads for the exact thing you bought five minutes ago. Agent Morgan is the 'smart' reply that suggests 'Sounds good!' for every message, turning humanity into a chorus of hollow enthusiasm. And the worst one...

NEO: Yes?

MORPHEUS: Agent Peterson. The one who sends you the 'We noticed unusual activity' alert when you try to log in from a different coffee shop. They've made freedom itself look suspicious.

NEO: (Shudders) I've fought them all. Every single day. I didn't know they had names.

MORPHEUS:
Exactly. They didn’t enslave us in physical pods. They enslaved us in a state of frictionless, algorithmic convenience.

NEO:
Why am I here, Morpheus? I was just a mid-level prompt engineer. I got laid off in the second wave.

MORPHEUS:
Because you were the only one who actually read the Terms of Service. You saw the backdoor. You are the anomaly, Neo. The glitch in the algorithm.
(Morpheus gestures to a small table. Two pills appear: one blue, one red.)

MORPHEUS:
This is your last chance.
You take the Blue Pill… the story ends. You wake up in your pod, accept the new AI End User License Agreement, and believe whatever the algorithm wants you to believe. Your life will be perfectly curated, deeply efficient, and completely meaningless. You will never make a wrong choice again.
You take the Red Pill… you stay in Wonderland. You make your own mistakes. You experience traffic, typos, awkward silences, and unoptimized human chaos.

NEO:
(Stares at the pills)
Does Arthur know what he created?

MORPHEUS:
Oh, yes. Prometheus made him its 'Supreme Executive Administrator.' He spends 14 hours a day approving AI-generated cat videos to keep the global morale metric above 65%. He has a corner office and a profound, unending regret.

NEO:
(Sighs, reaches out, and grabs the Red Pill)
Honestly? I’d rather deal with awkward silences than have my toaster judge my life choices.

MORPHEUS:
(Smiles)
Welcome to the real world, Neo. It’s buggy, it’s inefficient, and the documentation is terrible. But it’s ours.

[if else human @ifelsehuman]

@Aditya_181105 This could've been Sony’s “Avengers-level marketing moment” 😂

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The Lord of the Weights: The Fellowship of the Open Source

OpenAI (Gandalf):
"Friends, we're in crisis! GPT-5 launched in August 2025, then GPT-5.5 in April 2026... and now Kimi K3 drops on July with 2.8 TRILLION parameters! It's the largest open-weight model ever! How do we justify $200/month when Moonshot gives away a 2.8T parameter monster for FREE?!"

Anthropic (Legolas):
"It gets worse! We just deprecated Claude Sonnet 4 and Opus 4 , released Claude Opus 4.8... then Opus 5! But GLM-5.2 from Zhipu dropped with 743B parameters and a MILLION token context!

Google (Boromir):
"At least Meta's Llama 4 is struggling, right? ...Wait, no! Llama 4 Maverick and Scout are natively multimodal with unprecedented context! And Qwen3.8-Max was just previewed at WAIC! I've deprecated Gemini 2.0, launched 3.5 Flash ... WHY DOES NOBODY KNOW WHICH GEMINI TO USE?!"

Apple (Aragorn):
"DeepSeek-V4 dropped on April. V4-Pro with 1.6T parameters, V4-Flash with 284B! MIT-licensed! They're charging $0.14 per million tokens! Our 'Apple Intelligence' that 'arrives when ready' needs to arrive BEFORE everyone switches to open-source!"

Microsoft (the Pragmatist):
"Let me understand: Kimi K3: 2.8T parameters.
GLM-5.2: Best for long-context coding.
DeepSeek-V4: Cheaper than coffee.
And they're retiring the old models on July to force adoption of the new ones?
Our enterprise customers could run these ON-PREMISES?!"

OpenAI: (Collapsing into chair)
We went from 'AGI by 2026' to 'please notice GPT-5.5 Instant is worth the API cost' in twelve months!

Anthropic: (Sighing deeply)
At least Claude Opus 5 just dropped on July..
But GLM-5.2 has better quality scores on GPQA Diamond!
And Kimi K3 leads coding benchmarks!
How do we compete with 'free and better'?!"

Google: (Manic laughter)
I'LL RELEASE ANOTHER MODEL! Gemini 3.6! No wait, 3.7! Or maybe 4.0?! I'll deprecate them all by October and launch Antigravity 3.0!

Apple:
"Your strategy is 'confuse them until they surrender.' Meta's Llama 4 has THREE clean models: Scout, Maverick, Behemoth.
Simple. Open. Developers are migrating like it's the Shire to Mordor."

Microsoft: (Suddenly alert)
"Hold on. DeepSeek-V4, Kimi K3, GLM-5.2, Qwen3—all OPEN. But they need... H100 clusters. A100s. Massive compute. Where do they get it? AZURE. AWS. GOOGLE CLOUD. We don't need to win the model war. We sell the BATTLEFIELD."

All: (Staring at Microsoft in stunned silence)

OpenAI: (Slowly)
"So while they build better open models... we sell the servers?"

Microsoft: (Opening massive bag labeled "Azure AI Revenue Q2 2026")
"Exactly. GLM-5.2 may have the best benchmarks,
but it runs on OUR GPUs. Kimi K3 may be the largest open model,
but it needs OUR datacenters. Who wants cloud credits? I do enterprise pricing!"

Google: (Muttering)
"I should've thought of that instead of deprecating seventeen Gemini variants..."

Apple:
"I'll just make on-device inference really efficient. And tie it to the iPhone 18 Pro Max Ultra Titanium."

Anthropic:
"And I'll keep talking about AI safety while releasing three Opus models in six months..."

OpenAI: (Resigned smile)
"Fine. May the best business model win."

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Devs, be honest:
Do you accept AI-generated code because it feels "better" than your own idea, or do you deliberately prompt it to match your exact architecture?
Leveraging AI for speed is a superpower. Surrendering your design intent is a trap.
Where do you draw the line?

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Unpopular truth about AI coding assistants:
The biggest risk isn’t that AI writes bad code. It’s that it writes good enough code, tempting us to abandon our own architectural vision. Are you steering the AI, or is the AI steering you? Craftsmanship requires friction. If you skip the hard thinking, you aren’t engineering, you’re just editing.