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Why I Still Ship Docker Compose in Production (And When I Finally Quit)
Kubernetes isn't a badge of honor; it's a tax on engineering time. Here is the practical checklist for making Docker Compose production-resilient
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Developer
Stop Trusting Native Retention: A Tiny SaaS Operator’s Guide to Real Recovery
Native retention limits are traps. Tiny SaaS teams survive by prioritizing restore drills and independent backups over passive storage.
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The 30-Second Wall: Designing Resilient AI Workflows on the Edge
Stop losing money on edge AI. Learn to handle timeouts, streaming traps, and cost leaks in production.
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Stop Writing College Essays: A No-Nonsense Guide to Post-Incident Reviews
Stop writing college essays. Learn the 48-hour soak method for blameless post-incident reviews that actually stick.
Developer
The Hidden Tax of Idle Silicon: Why Workers AI Beats Hyperscalers for Agents
Most builders overpay for AI infrastructure by provisioning GPUs for idle time. Cloudflare Workers AI eliminates this idle tax, but you need...
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The On-Call Tax of AI-Generated React Code
AI-generated React code passes the demo but fails the on-call. Bridging the gap requires a six-dimension audit focusing on error boundaries, observability
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Why We Self-Hosted Langfuse: The Operational Reality for Small Teams
Escaping SaaS lock-in isn't just about cost; it's about control. We detail the real tradeoffs of self-hosting Langfuse and OpenTelemetry, from
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Stop Duct-Taping AI Agents: Cloudflare Workflows and Durable Objects in Practice
I stopped trying to force multi-step agents into raw Workers. Here’s how Cloudflare Workflows and Durable Objects actually handle state, cost, and...
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Why I Stopped Building Custom AI Routing (And What I Use Instead)
Managing AI infrastructure as a small team is a trap. Vercel AI Gateway solves the sprawl, but only if you accept its...
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Why Next.js 16.2’s Agent DevTools Solves the AI Debugging Visibility Gap
Next.js 16.2 gives AI agents terminal eyes, unifying debugging streams to stop hallucinations and fix production frontends faster.