Notes on backends, AI automation, microservices, and real-time systems from the team building them.
Go vs Rust vs Node.js for high-throughput APIs: what decides it above 10k req/sec (p99 latency, memory, GC, hiring) and a load-test harness to settle it on your own workload.
Modular monolith vs microservices: a decision framework with the real costs, the signals that justify extracting a service, and the hybrid most teams should run.
Kafka vs NATS JetStream for Go event pipelines: retention and replay, ordering, delivery semantics, and ops burden, with Go consumer code for both and a decision table.
Build an MCP server in Go with the official SDK: typed tools, Streamable HTTP, bearer-token auth, tenant scoping, and the checklist to run before agents touch real data.
Why AI agents fail in production, and the engineering patterns that fix them: deterministic workflows, confidence thresholds, human-in-the-loop review, idempotency, and tracing.
A production RAG architecture: evaluate retrieval first, then hybrid search in PostgreSQL (pgvector + full-text + RRF), reranking, and adaptive routing, with the SQL shown.
Reduce LLM costs without hurting answer quality: cache repeated prompts, route easy requests to smaller models, cap output, and measure each saving in Go.
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The rise of AI-generated content in web development signifies a transformative shift in digital creation. Leveraging advanced algorithms, AI automates tasks like writing, designing, and optimizing content. This innovatio
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Securing Your Digital Assets offers comprehensive insights into safeguarding your online presence. Learn essential Web security best practices, App security tips, and Digital asset protection strategies. Explore Cybersec
Low-code/no-code platforms have transformed software development, democratizing access and driving significant growth. This overview explores their evolution from traditional methods, emphasizing accessibility for non-te
Boost your website's speed with these important tips and tricks. Optimize images by compressing and specifying dimensions. Minify CSS and JavaScript files to lessen load times. Enable browser caching and utilize Content
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