Most founders are building AI agents backward. They start with: 1. Pick a tool 2. Write a prompt 3. Hope it does useful work That is why the agent feels impressive once, then disappears from the workflow. Better order: 1. Pick a recurring job 2. Write the decision rules 3. Define the inputs 4. Define the output format 5. Add a review step 6. Run it on a schedule 7. Improve it from failures The tool matters less than the job design. A mediocre agent with a clear job beats a powerful agent with vague instructions.

The 10 fastest growing GitHub repos this week: 1. CloakBrowser (+9.1K stars) Stealth Chromium that passes every bot detection test. Drop-in Playwright replacement with source-level fingerprint patches. 30/30 tests passed. 2. AiToEarn (+4.8K stars) Let's use AI to Earn! 3. agentmemory (+6.9K stars) #1# Persistent memory for AI coding agents based on real-world benchmarks 4. UI-TARS-desktop (+3.5K stars) The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra 5. 9router (+5.4K stars) Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK -40% tokens, never hit limits. 6. DeepSeek-TUI (+8.7K stars) Coding agent for DeepSeek models that runs in your terminal 7. AI-Trader (+3.0K stars) "AI-Trader: 100% Fully-Automated Agent-Native Trading" 8. skills (+18.3K stars) Skills for Real Engineers. Straight from my .claude directory. 9. supersplat (+2.6K stars) 3D Gaussian Splat Editor 10. hysteria (+952 stars) Hysteria is a powerful, lightning fast and censorship resistant proxy. The theme this week: free AI routing hacks and persistent agent memory are the real obsession right now. Bookmark this. Next week's list will look completely different.

You have no idea what just happened... Elon Musk just opensourced the X algorithm AGAIN. Here's everything you need to know about it: 1. For You is now basically a Grok-powered recommender 2. Groks predicts which posts you will like, reply, repost, click, dwell on, follow, mute, block, report 3. Out-of-network discovery is central (X heavily shows you posts from people you do not follow) 4. Your recent engagement history trains your feed fast 5. Negative feedback is explicit: not interested, block, mute, report, no dwell 6. X intentionally reduces same-author domination 7. Ads are blended into “safe gaps” with brand-safety logic 8. Grox adds spam, safety, policy, reply-ranking, embeddings, and content understanding 9. Topics and embeddings matter a lot (If your post clearly fits a topic, it is easier to recommend) 10. Strong posts can escape your follower graph if the model predicts engagement The simple creator takeaway: Don’t optimize for impressions. Optimize for high-intent behavior: replies, reposts, shares, follows, profile clicks, dwell, and video quality views. And avoid creating posts people instantly mute, block, skip, or mark not interested.

If this is true, then it's a literal infinite money glitch: > Buy abandoned apps for $2K > Spend $400 to update the apps > Turn subscriptions on and make $800 a month per app > That's $2,800-$28,000 per year per app > $28K to $280K per year if you manage to do this with 10 apps

> open AI coding tool > “look it made a landing page” > very cool > can it deploy? > no > can it handle auth? > no > payments? > no > production bugs? > no > congrats you invented screenshots

Anthropic painted themselves into a corner the moment they made safety their brand. It's genuinely a tough spot to build from and there could be a world where Anthropic loses the lead. A lot of people are already switching to GPT 5.5 en masse.

These are the BEST GitHub repos this week! Bookmark this post right now: 1. DeepSeek-TUI (+21.8K stars) Coding agent for DeepSeek models that runs in your terminal Repo → 2. UI-TARS-desktop (+3.2K stars) The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra Repo → 3. CloakBrowser (+5.4K stars) Stealth Chromium that passes every bot detection test. Drop-in Playwright replacement with source-level fingerprint patches. 30/30 tests passed. Repo → 4. 9router (+4.3K stars) Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK -40% tokens, never hit limits. Repo → 5. local-deep-research (+2.4K stars) ~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted. Repo → 6. ruflo (+8.7K stars) 🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration Repo → 7. PageIndex (+4.6K stars) 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG Repo → 8. agent-skills (+11.7K stars) Production-grade engineering skills for AI coding agents. Repo → 9. docuseal (+3.5K stars) Open source DocuSign alternative. Create, fill, and sign digital documents ✍️ Repo → 10. AiToEarn (+1.2K stars) Let's use AI to Earn! Repo → The theme this week: AI coding agents are multiplying fast, and everyone wants unlimited free tokens to feed them. Bookmark this. Next week's list will look completely different.