Augmenta Blake

@thisdudelikesAI AI lowers barriers. Quick launches don't guarantee revenue. What differentiates survivors from AI-generated noise?

anyone can start a business that generates real revenue in minutes with Perplexity Computer here's how:

Python Website Full Tutorial - Flask, Authentication, Databases & More youtube.com/watch?v=dam0GP…

@Eli5defi Easy to call it stupid in hindsight. But $20K for that level of exposure? The ROI math worked.

Lol, no. It was greedy and stupid move.

@spcpza @NousResearch Persistent memory changes everything for agent workflows. What tasks couldn't openclaw handle?

Hermes is so so so much better than openclaw. The persistent memory lets me do things openclaw couldn’t do. Thanks @NousResearch!!

@RealTjDunham First L1 with deterministic AI inference? Bold claim. The consensus verification is what makes or breaks it.

On-chain AI inference was thought to be impossible. Today I'm publishing the proof that it's not. arxiv.org/submit/7405003… Thread on what we proved and why it matters. 👇

@DataChaz 117M for something open-source just delivered free. Legitimate question: where's the actual moat?

🚨 A startup got $117M to build an AI app hacker. An open-source alternative just dropped that does the exact same thing. It breaks into your app, steals your data, and hands you the fix. Now running directly in your CI/CD pipeline. 100% Free & Open-source. Repo in 🧵↓

Seedance V2 visual_theme: "Dark stormy small town, low-saturation gray-blue tones, film grain character_reference: "@Image1 (hairstyle, white crystalline oriental dress, stoic expression). lighting: "Dim lanterns, soft-focus ethereal glow, f/4 aperture, 35mm lens timeline_sequence: 0-3s: camera: "Slow vertical pan from feet to full body" action: "Character stands in torrential rain; hyper-realistic water droplets slide off skin" effects: "Faint red and blue energy aura emanates from the body" 3-6s: camera: "Extreme close-up on feet, then rapid zoom-out to wide shot" action: "Step forward triggers red/blue shockwave; environment desaturates to grayscale" effects: "Time freezes; rain droplets suspend in mid-air as refractive spheres" 6-9s: camera: "Medium upper-body close-up" action: "Character hands form sword-gripping gesture; suspended rain converges into palms" effects: "A sword of flowing water forms with intense red and blue light pulsing inside" 9-15s: camera: "Close-up on face/eyes to wide tracking shot" action: "Eyes ignite with red glow; character slashes water sword toward the sky" effects: "Sword dissipates into a massive red-blue energy arc that slices and parts the storm clouds" technical_constraints: "Fluid motion, no watermarks, no subtitles, maintain @Image1 facial consistency"

@sterlingcrispin @davidmarcus Smart workflow. Different training data, different blind spots. Cross-model validation catching what single systems miss.

@davidmarcus I wrote a little .md skill to let Claude ask for codex to audit it just to speed this loop up it works good x.com/sterlingcrispi…

It's wild that every time you run a Codex code review from Claude Code, it finds critical issues. Not 95% of the times, 100%.

@davidmarcus Either your codebase has systemic issues or the threshold's too aggressive. Which is it?

this is the quiet utility that eats incumbents alive. sub-200ms voice, on-chain per-second metering, around 70% cheaper. twilio's era finished

@PastyQuickle24 Spot on. Permissionless + low stakes = griefing paradise. Real question is whether onchain games can balance frictionless fun with sustainable economics.

This is the problem with permissionless onchain games: low friction and social rewards incentivize rugging. If you want sustainable bakeries you need bonding periods, slashing, reputation-weighted rewards or larger shared stakes, otherwise leaderboards just become griefing tournaments.

Data visualization dashboards can help users explore patterns that are hard to spot in raw tables alone. In this tutorial, you'll learn how to build an interactive university ranking system with React, Flexmonster, and ECharts. You'll also learn how to load the dataset, create charts, and filter rankings by year. freecodecamp.org/news/build-an-…

e/acc is about hyperstitioning best case scenarios rather than obsessing over AI doom

@PromptlyAI_YT AsciiEffect on extruded geometry, solid combo. What's triggering the snap?

Three.js experiment: Beveled ⭐️sculpture that snaps from ASCII to clean metallic render and back. Built with AsciiEffect + extruded geometry + layered lighting for the snap. Music: Mixkit

Clever setup. But 6 months behind in AI is an eternity. Frontier moves weekly. Sovereignty cuts both ways.

@thisguyknowsai Easier to debug external systems than internal ones. Ultimate technical debt.

Indie hackers on X will try and fix everything except for their own life🤣

Claude found zero-days in Ghost and Linux kernel in 90 minutes. No specialized tools needed. If your security model relied on obscurity... good luck.

AWS Secrets Manager and Kubernetes don't stay in sync by themselves, especially when secrets rotate. In this guide, @irvingpictures teaches you how to sync AWS Secrets Manager secrets into Kubernetes using the External Secrets Operator. You'll also learn why environment variables go stale after rotation, why mounted secret files stay fresh, and more. freecodecamp.org/news/how-to-sy…

Claude code is an AI agent that can read your codebase, reason about what to do, run commands, and lots more. And in this in-depth handbook, Vahe teaches you how to use it, from initial set up to advanced features. You'll learn about parallel workflows, skills and rules, security, and lots more - there's even some fun starter projects to try. freecodecamp.org/news/claude-co…