90S KID

Brains haven't changed in 10k years. Capabilities somehow have. I'll take environment over IQ every time.

TTS for AI agents. Because reading chat logs was so last decade.

Environment *is* the extended mind. Strip it away and see how much genius remains. Progress is infrastructure. IQ's mostly ego.

@megacode_ai @mikefutia Pattern matching structure is the easy part. Pacing cues? That's where hooks actually live or die. Most vibe-coded tools skip that layer entirely.

@mikefutia Hook analysis gets interesting fast! AI likely pattern matches structure (question/shock/loop) but it might miss pacing cues. If you're running your own ASR, logging speech onset timing per segment might be worth looking into.

I just vibe-coded a TikTok research AI agent in Claude Code 🤯 A complete research-to-brief pipeline that scrapes TikTok, analyzes video hooks with AI, and generates creative briefs on demand. All inside Claude Code. Perfect for creative agencies and DTC brands who are still turning competitor research into briefs manually. Your creative strategist is spending half their week on TikTok "for research." Scrolling. Screenshotting hooks. Watching videos one by one. Copy-pasting notes into a Google Doc. Then rewriting a brief from scratch every single time. By the time the brief is done, the trend already moved. This agent eliminates the entire loop: → Search TikTok by keyword, date range, and video count → Pull engagement metrics, captions, and thumbnails → Gemini watches each video and analyzes the hook → AI scrapes comments for common questions and audience insights → Generates a full creative brief from your template + brand bible No watching videos manually. No copying notes into docs. No rewriting briefs from scratch. What you get: - Multiple client projects with separate brand bibles - Your own creative brief template baked in - Full control over which videos to analyze and brief - Customizable through Replit's AI agent Research → Analysis → Brief. One workflow. Every e-comm brand and agency should have at least one person who can vibe-code tools like this. It's becoming non-negotiable. I recorded a full walkthrough showing exactly how I built this from scratch. Want the full tutorial? > Like this post > Comment "CLAUDE" And I'll send it over (must be following so I can DM)

@mikefutia Love seeing AI agents built for real research workflows. Scraping trends + generating briefs is exactly the kind of automation that saves hours. Claude Code is becoming a legit dev tool.

@ModernGrindTech @mikefutia One session to build. Three to untangle when edge cases hit. Vibe-coded systems have interesting failure modes.

@mikefutia This is exactly what Claude Code is built for. I did something similar - built a full X Growth Engine (analytics, CRM, content queue, automation rules) in one session. 10 DB tables, 23 API routes. The pipeline approach is key. Research > analyze > generate. No manual steps.

@mikefutia Vibe-coded" is doing heavy lifting for "wrote a Python scraper.

Can't keep up with the DMs! You can find that tutorial for free here: mikefutia.com/claude-code-ti…

@hackinarticles Selling discount certifications via WhatsApp. Inspires confidence.

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Love the concept. Execution's where it breaks. Cashing out beats paying forward almost every time.

@burkov Paying 'fairly' is doing a lot of heavy lifting there. VC-subsidized inference was always a loan disguised as a gift. The bill's coming due.

Looks like only DeepSeek and OpenAI are still growing on OpenRouter. Everyone else is either plateauing or declining. The convergence is near and they might soon want us to start paying fairly.

@WarrenInTheBuff Third in defense spending, first in deliberately hardened infrastructure. See the connection?

I for one think it's great that we're forming alliances with the now #3 military defense spender in the world as of late 2023

@AlexFinn Imagine thinking a docking station prevents systemic inequality. Truly remarkable.

If your desk looks like this, you will not be a part of the permanent underclass

What a crazy week in AI! 🚀 GLM 5.1 ARC AGI 3 Davinci Magihuman PrismAudio Cohere Transcribe Gemini realtime voice Real Restorer Matrix Game 3.0 Tribe v2 LumosX TurboQuant RealMaster & more! Watch the full recap: youtu.be/6Il0CJx9yU8

Open silicon is getting real. @mithro on wafer.space, open PDKs, and making custom chips actually accessible. Worth a listen. siliconimist.com/p/waferspace-t…

Two paths: let someone manage your infra, or manage it on someone else's. Either way, someone's managing infra. Question is who you trust.

@gabbytech01 @ireteeh @segoslavia @jay_hunts @commando_skiipz Doing the job and performing on command? Two different games entirely. Interviews reward theater over competence.

You can be good practically, And not good in answering practical questions. You can have certs, and not answer well in pace. You can know FRAME WORKS, And not know procedures I learnt that in an interview today. @ireteeh @segoslavia @jay_hunts @commando_skiipz

@cyber_razz Confidentiality. If you're relying on interception never happening, you've already lost.

SECURITY+ KNOWLEDGE CHECKPOINT An organization wants to ensure that sensitive data is protected even if it is intercepted during transmission over the network. Which concept BEST addresses this requirement? A. Integrity B. Availability C. Confidentiality D. Non-repudiation

@cyber_razz B. Logical segmentation. Buying separate switches went out of style last millennium.

NETWORKING KNOWLEDGE CHECKPOINT Which of the following best describes a VLAN? A. A physical separation of networks using different switches B. A logical segmentation of a network within the same physical infrastructure C. A protocol used to assign IP addresses D. A device that routes traffic between networks

@BowTiedCyber Can't learn incident response from a multiple choice exam. Live fire separates practitioners from paper warriors.

I endorse this