Most teams think “more data = smarter AI.” I make the opposite case: context beats volume. When LLMs are grounded in your company’s own signals—not just the internet—they deliver accurate, explainable decisions at scale. A thread on Context Engineering and why it changes
PROMPT ENGINEERING
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Context Management Bottleneck in Agentic AI Workflows
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Context management being the bottleneck is right and the problem compounds in agentic workflows where each tool call adds more noise to an already crowded window.
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$200 Price Tag Reflects Overengineered AI for Simple Tasks
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The $200 feels about right for how overengineered these thinking traces get on basic asks haha.
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Zooclaw AI: Building Persistent Systems for On-Demand Explanations
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That’s when it clicked. You’re not just getting answers you’re building systems that stay useful after the moment passes. If you’ve ever had to explain something important on the spot → https://
zooclaw.ai Our code [ZC-C01D9A] gives you 1,000 free credits — but there are -
ZooClaw Transforms Rough Ideas Into Reusable Pitch Systems
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As we explained the idea, ZooClaw started shaping it, tightening the flow, organizing the message, and turning something rough into something clear. Then we asked it to make it reusable, and it built a full pitch system we could use beyond that one call.
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ZooClaw Helps Structure Thoughts Before Important Calls
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There’s a moment right before a call… when you realize your thoughts aren’t structured enough to explain. That’s when we used ZooClaw.
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AI Travel Guide Generator Delivers Interactive Maps and PDFs
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Asked for a 7-day guide with food spots, costs, and a map. Usually, AI just gives you a long list of text you have to copy-paste, but this gave me an actual interactive map and a formatted PDF I can just keep on my phone. Pretty cool huh? Look at this: pic.twitter.com/tjojIDz0Fp
— Chubby♨️ (@kimmonismus) 16 avril 2026Asked for a 7-day guide with food spots, costs, and a map. Usually, AI just gives you a long list of text you have to copy-paste, but this gave me an actual interactive map and a formatted PDF I can just keep on my phone. Pretty cool huh? Look at this:
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Steering Agents: Features, UI/UX or Agent Direction?
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is it the features/ui/ux or more of a 'how to steer an agent' ?
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Agent-Based Tool Reviews from Non-Developer Perspective
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i wanted to do this for tool reviews from a non-dev using an agent eg how easy is it to set up vercel, deploy, solve issues, debug logs etc
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Gemma 4 E4B Unlocked: Refusal Rate Drops to 2.1%
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HOLY The one and only @elder_plinius just dropped an unlocked Gemma 4 E4B, and the specs are INSANE. Look at the performance shifts: → Refusal rate: 98.8% down to 2.1% (!!)
→ Compliance: 1.2% up to 97.5%
→ 499/512 prompts answered
→ Code improved from 80% to 100%
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