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Sharing my experiences, learnings, and adventures in tech and beyond.

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DevOps & Cloud Infrastructure (116)Web Development (78)ERP Systems (66)Backend & APIs (50)AI & LLMs (45)Career Reflections (22)Software Development (19)Security (14)Product & SaaS (6)Cloud (5)AI / Machine Learning (5)University (1)Hackathons (1)

June 202510 min read

AI Agent Memory Persistence Patterns: From Volatile to Long-Term

How to implement memory for AI agents — covering in-context, external vector store, and structured database patterns with real trade-offs from production deployments.

June 202510 min read

Running Local LLMs with Ollama in Production: What I Learned

A practical guide to deploying Ollama for production local LLM inference — covering model selection, hardware requirements, API integration, and when local beats cloud.

June 202511 min read

AI Observability: How to Log, Trace, and Monitor LLM Applications

Production LLM observability with Langfuse, token cost tracking, latency monitoring, and anomaly detection — lessons from running AI-powered ERP integrations.

June 202510 min read

Function Calling Patterns: OpenAI vs Anthropic Tool Use in Production

Compare OpenAI function calling and Anthropic tool use APIs — with real patterns for parallel calls, error handling, retry logic, and structured output extraction.

DevOps

June 202512 min read

OWASP Top 10 Developer Checklist: What I Actually Implement

A practical OWASP Top 10 2021 checklist from a developer who hardens production systems — covering real CVEs, code-level mitigations, and what actually gets exploited.

DevOps

June 202510 min read

JWT vs Session Authentication in Production: What I Actually Use

An honest comparison of JWT and session-based authentication for production APIs — covering security trade-offs, revocation, storage, and what I implement for ERP systems.

Showing 349–354 of 428 posts

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