Jaser (@JaserAkuly) header
Jaser (@JaserAkuly) profile picture

Just Thinking My Own Thoughts Out Loud. All things Sports, Tech, & Data

Dallas
Joined September 2008
The new iPad mini got almost everything I wanted. Except Face ID.
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Face ID wins because you don't do anything. Pick it up and it's open. Touch ID means finding the button every time, and on a tablet you hold in every direction, that button is never where your thumb is.
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Great iPad mini. I wanted the one that unlocks when I look at it.
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Classic RAG: question comes in, it retrieves from a knowledge base once, adds that to the prompt, and answers. The answer is only as good as what that one retrieval found.
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The second look isn't free. Every reasoning step is another model call, so you pay in latency, tokens, and complexity. If one search against one index answers it, plain RAG wins.
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If you build the loop, give it a stop rule. Max rounds, a token cap, and an answer that says what it couldn't verify. More loops won't find what isn't in your data. Clean breakdown from ByteByteGo: blog.bytebytego.com/p/ep230-…
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Classic RAG gets one shot at finding the right context. Agentic RAG gets to look again.
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Wild that Walmart is rolling out the welcome mat for AI agents while Amazon is still blocking them at the door.
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Claude Code just became an orchestrator, not a chat window. Parallel nested sessions. Worktrees per folder. Results fold back to the main thread. The bottleneck moved from the model to the human who has to triage. mlllm.io/articles/3496-anthr…
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AI agents just did 138M crypto payments on Base. Most were under a dime. Cards can't clear that. Stablecoins can. The next internet users won't be people. They'll be agents with wallets. coindesk.com/business/2026/1…
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Unpopular take: the 'every app needs its own L1' era is ending. DATA Network (ex-Story Protocol) is retiring its chain and moving to Sui. Single-use-case blockchains were mostly vanity infra. More will follow. cryptocapitalnews.com/2026/1…
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Jaser retweeted
Sorry to be that guy, but most vibe coders will soon realize that their business failures weren't due to a lack of coding skills.
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Power is not about threats. It is about dependency. When others stop needing you, your power fades quietly, not with explosions, but with midnight phone calls and closed-door negotiations.
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