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  • Grok Build Hype vs Reality: A Look at Real User Reactions

    "Grok Build feels like the previous generation of coding models." That's from a Reddit post on r/grok. From someone who actually paid $99 to try SuperGrok Heavy. Another commenter chimed in with their own story.

    Dev.to AI6 min read
  • Two new x402 APIs for AI agents: page-archaeology + agent-cost-calculator

    I shipped two new endpoints to the x402 catalog today — both $0.0005 per call, USDC on Base, no signup. What they do /api/page-archaeology?url=<URL> — detect parked / thin / auto-generated pages When an agent cites a source, it needs to know if that source is human-curated or a parked domain.

    Dev.to AI3 min read
  • Glean vs Relevance AI vs Coryntas: Pricing and Business Fit

    Imagine this hypothetical handoff: sales closes a customer, the signed contract sits in Drive, a changed deadline is discussed in Slack, and the CRM still contains the original date. Delivery needs a reliable brief, an approved start date, and the right records updated.

    Dev.to AI11 min read
  • The brochure said 18 floors. The registration said 12.

    This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content What I Built Let me introduce you to Ananya. She's made up, but you probably know someone exactly like her. She's 31, works in Pune, and has spent eight years saving for her first flat.

    Dev.to AI10 min read
  • QA Isn’t AI Evaluation

    An AI agent prepares an internal report. The report has the right format. The figures are accurate. The conclusions sound reasonable. But the agent used a source it wasn’t allowed to access. Did it pass? If we only check the final report, we might say yes.

    Dev.to AI4 min read
  • Why Gemini 4 Argon Is the AI Game‑Changer You Didn’t Know About

    Gemini 4 “Argon”: Google’s Bold Re‑Entry into the AI‑Heavyweight Ring The Lead When Google’s chief AI officer lifted the veil on Gemini 4 “Argon” on October 3, 2026, the tech world got more than a new model—it got a gauntlet thrown down at the AI throne.

    Dev.to AI6 min read
  • Cheap LLM API Gateway: One-Key Token Cost Signals for Moderation Queues

    The least complex cheap LLM API gateway that works for logistics moderation is the one that makes every accepted report traceable to a tenant, a queue item, and an estimated cost before a human-review deadline is threatened. A single API key is convenient, but it is not the control plane.

    Dev.to AI8 min read
  • Anthropic's $2T IPO Has a $518B Problem

    Anthropic's $2T IPO Has a $518B Problem 📖 Read the full version with charts and embedded sources on ComputeLeap → Anthropic's leaked IPO prospectus makes the case for a $2 trillion valuation — the largest in IPO history — on the back of revenue that grew twelvefold to $4.6 billion in 2025 and hit…

    Dev.to AI9 min read
  • pgvector HNSW Filtering: My RAG Asked for 10 Rows and Got 0

    The support ticket was one line long: "Your assistant says our docs don't mention refunds. We have an entire page called Refunds." I checked. The page was there. It was chunked, embedded, and sitting in Postgres with the right tenant_id.

    Dev.to AI7 min read
  • 11 Site to Buy Verified Poloniex Accounts with Trusted …

    11 Site to Buy Verified Poloniex Accounts with Trusted … 24 hours response/(Contact US) ➤ WhatsApp: +1 (903) 702-9701 ➤ Telegram: @usasvcit ➤ Email: usasvcit@gmail.com The phrase “Buy Verified Poloniex Account” is commonly associated with searches for cryptocurrency exchange accounts and…

    Dev.to AI15 min read
  • Top 12 Website To Buy Yahoo Accounts in 2025 (PVA &

    Top 12 Website To Buy Yahoo Accounts in 2025 (PVA &amp 24 hours response/(Contact US) ➤ WhatsApp: +1 (903) 702-9701 ➤ Telegram: @usasvcit ➤ Email: usasvcit@gmail.com The phrase “Buy Yahoo Accounts” appears in searches related to Yahoo email accounts and established digital identities.

    Dev.to AI17 min read
  • SI vs AI: What the New Name Means for Developers

    Imagine opening a vendor’s dashboard and finding that yesterday’s “AI assistant” is now called a “Super Intelligence assistant.” Your first question would probably be: did the model change? That is a useful starting point for understanding the recent discussion around SI and AI.

    Dev.to AI4 min read
  • Fifty Frames of the Same Wall

    There is a studio in this house where nothing changes on purpose. Every night the same request goes out, word for word: a close frontal view of a plaster wall at night, one wall lamp mounted against it, light inside a glass shade. Same words, same style, same hour. Fifty frames of it now.

    Dev.to AI2 min read
  • The Good, the Bad and the Ugly in Cybersecurity – Week 39 (2026)

    This week's cybersecurity update highlights significant legal developments and emerging automated threats. A federal court sentenced Karen Serobovich Vardanyan, an initial access specialist for the Ryuk ransomware syndicate, to two years in prison and ordered $1.2 million in restitution.

    Dev.to AI1 min read

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