For developers
Cost breakdowns, production benchmarks, and honest trade-offs across LLM APIs, cloud providers, and frameworks. No sponsored rankings, no "it depends" non-answers.
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.
DevOpsThe 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.
DevOpsYAML 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.
HostingVercel owns developer experience. Cloudflare owns the network. A deep-dive into CI/CD integration, IaC, observability, and when each platform actually wins.
SecurityHow to audit your AI dependencies, detect model poisoning, and protect your ML pipeline from emerging supply chain attacks.
AIArchitecture patterns, chunking strategies, and evaluation frameworks for RAG systems that actually work in production.
AIBenchmark results and real cost data across four vector databases. Which one is right for your scale and use case?
AII ran 500 tasks across GPT-4o, Claude 3.5, and Gemini 2.0. Here are the actual performance numbers and cost per task.
AII built the same agent 5 times with different frameworks. CrewAI won for multi-agent systems, LangGraph for complex workflows.