Real cost data, production benchmarks, and comparisons for developers.
Catch LCP and CLS regressions in the pull request, not in production. A complete guide to Lighthouse CI in GitLab, performance budgets as merge blockers, and automating GSC field-data alerts into Jira via n8n.
The average organization wastes 31% of its cloud spend. A practical guide to shift-left cost estimation with Infracost, eliminating egress fees with Cloudflare R2, ephemeral environments, and right-sizing Kubernetes workloads.
YAML fatigue is real. When every deployment requires a DevOps ticket, your pipeline is blocking you—not enabling you. A practical guide to building a GitLab-native IDP with component catalogs, Workload Identity Federation, and policy-as-code.
Vercel owns developer experience. Cloudflare owns the network. A deep-dive into CI/CD integration, IaC, observability, and when each platform actually wins.
How to audit your AI dependencies, detect model poisoning, and protect your ML pipeline from emerging supply chain attacks.
Architecture patterns, chunking strategies, and evaluation frameworks for RAG systems that actually work in production.
Benchmark results and real cost data across four vector databases. Which one is right for your scale and use case?
I ran 500 tasks across GPT-4o, Claude 3.5, and Gemini 2.0. Here are the actual performance numbers and cost per task.
I built the same agent 5 times with different frameworks. CrewAI won for multi-agent systems, LangGraph for complex workflows.
Real cost and performance data from 6 months of production use. RAG won for 80% of use cases — 8x cheaper upfront, easier to maintain.
Model Context Protocol vs LangChain: real comparison of performance, complexity, and use cases. MCP is 10x simpler for tool integration.
A practical guide to creating your first Model Context Protocol server. From zero to production-ready with TypeScript or Python.
I deployed the same app to all three platforms and tracked every dollar for 3 months. The cheapest option depends heavily on your traffic pattern.
Real latency benchmarks, cold start comparisons, and pricing analysis. Which serverless platform wins for your workload?
Real performance benchmarks and hosting costs for Next.js 15 vs Astro 5. Astro is 3x faster for content sites — here's the data.
Real cost comparison for 5K, 50K, and 500K users. Complete pricing breakdown with auth, database, and storage.
Real costs on Hetzner, DigitalOcean, AWS, and Vercel. Self-hosting saved $3,444/year at high traffic — but there's a catch.
Self-hosted Llama 3 vs OpenAI/Claude APIs. Local LLMs saved $4,200/month at scale, but only past 10M tokens/day.
I ran the same Next.js app on both AWS and Vercel for 6 months. Here's what I actually paid and what I learned.
From CloudFront cache issues to environment variable nightmares, here are the mistakes I made so you don't have to.
AWS, GCP, Azure, Cloudflare, or Vercel? A framework for making the decision based on your actual needs.