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I’ve been diving into Solana development for the past 10+ days as part of 100DaysOfSolana. Today, I successfully moved my scripts into the browser to build a functional Devnet Dashboard. It was a great exercise in handling RPC providers and managing BigInt data for UI display. Major shoutout to Major League Hacking for the challenge. Looking forward to the next arc!
I started where a lot of us do: a LangChain RAG walkthrough. You chunk some text, embed it, retrieve top‑k chunks, and wire an LLM to answer questions. It clicks quickly, which is exactly why it’s easy to walk away thinking you’ve “done RAG.” What bothered me was that the demo corpus is usually tiny and artificial. I write on DEV.to about things like NLP routing and CNN image classification. If I
We’ve all built "perfect" systems, only for a single overlooked detail to turn into a production nightmare. I’ve spent my career building, breaking, and fixing things. I’m starting this space to share those experiences, because I believe the best way to master a concept is to learn from mistakes. I’ll be focusing on three main series: 1. War Stories 2. Under the Hood 3. General Tech Discussions I’
Updated May 2026: Now covers virtual desktop (Spaces) restoration and iCloud sync across multiple Macs, both shipped in ShiftPlus 1.3. TL;DR A complete macOS workspace includes apps, window layouts, browser profiles, virtual desktops, and terminal state. Native macOS saves almost none of it. Most third-party tools cover one slice: Stay and Spencer handle window layouts, Shift handles browser profi
In July 2025, a developer's Claude Code instance hit a recursion loop and burned through 1.67 billion tokens in 5 hours, generating an estimated $16,000 to $50,000 in API charges before anyone noticed. The agent did not crash. It did not throw an error. It just kept calling tools, getting confused, calling more tools, and silently accumulating cost. Old software crashes. LLM agents spend. This is
You're in another app and there's a timer counting down at the top of your phone. You lock the screen and the same timer is sitting there. You swipe down to the Notification Center and it's there too, still ticking. It looks like a notification, but a notification can't tick. That's a Live Activity. It looks like three different surfaces (Dynamic Island, lock-screen banner, Notification Center ent