Episodios

  • Opus 4.7 Ships + The Model-Agnostic Architecture Advantage

    Opus 4.7 Ships + The Model-Agnostic Architecture Advantage
    Apr 17 2026
    Claude Opus 4.7 dropped and Erik's PrimeBus auto-fix success rate jumped from 78% to 80%+ in the first 24 hours — measured against 214 real production failures. OpenAI Codex answers with breadth. Qwen 3.6 drops 35B of open-source agentic coding on consumer hardware. Why the builder's real advantage is model-agnostic architecture — swap models like tires while the car keeps driving. Pro tip: picking the right model for the right job.
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    9 m
  • IPv6 Hits 50% + Your Idle Mac Is Now an Inference Node

    IPv6 Hits 50% + Your Idle Mac Is Now an Inference Node
    Apr 16 2026
    Thirty years in, IPv6 finally crossed the majority — what that means if your infrastructure is still IPv4-only, and the client migration Erik pushed through 14 NSO devices in 20 minutes. Plus: Darkbloom turns idle Apple Silicon into an encrypted inference fleet 70% cheaper than API calls, Cal.com pulls the open-source ladder up, and why AI chatbot conversations don't get attorney-client privilege. Pro tip: picking the right model for the job.
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    9 m
  • Claude Code Routines + Flock's Mass Surveillance Architecture

    Claude Code Routines + Flock's Mass Surveillance Architecture
    Apr 15 2026
    Claude Code ships Routines — why Erik has been waiting for this and how it collapses 14 cron jobs into native workflows. Then: Flock Safety is fingerprinting vehicles and tracking behavior patterns across 5,000+ communities without warrants. And Fiverr left customer deliverables — source code, legal docs, logos — sitting on the open internet. Pro tip: turn throwaway prompts into reusable tools.
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    11 m
  • Blockchain-Powered WordPress Backdoor + The AI Vibe Coding Trap

    Blockchain-Powered WordPress Backdoor + The AI Vibe Coding Trap
    Apr 14 2026
    An attacker bought 30 WordPress plugins and injected backdoors that use Ethereum smart contracts to resolve their C2 domains — a supply chain attack you can't take down. Plus: the real lesson from the 'AI vibe coding horror story,' why Backblaze silently stopped backing up customer data, and how Erik runs checksums on 64 projects to catch exactly this kind of drift. Pro tip: when to trust AI-generated code and when to verify every line.
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    9 m
  • Build or Be Replaced — Episode 1

    Build or Be Replaced — Episode 1
    Apr 10 2026
    The first episode of Build or Be Replaced. AI news, automation insights, and real systems running in production — not theory. Powered by ScanBrief's 56 tech sources scored daily.
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    10 m