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🏷️ automation

12 posts

June 10, 2025

AI Agent Tools: Building a Comprehensive Toolkit

Created 20+ tools for AI agents - web search, code execution, database access, and more. Increased agent capabilities by 10x

February 5, 2025

Building AI-Powered Customer Support: From 24-Hour Response to Real-Time

Implemented AI customer support handling 10K tickets/day - reduced response time from 24h to 30s, 85% automation rate, $500K annual savings

August 22, 2024

AI Agents and the Autonomous Future - Beyond Chatbots

Exploring the evolution from conversational AI to autonomous agents that can plan, execute tasks, and make decisions independently.

March 15, 2024

Devin AI: First AI Software Engineer - Can It Really Code Independently?

Testing Devin AI on real development tasks - from bug fixes to full features, evaluating if AI can truly replace junior developers

March 5, 2024

AI-Generated Documentation: From Code to Docs in Minutes, Saving 80% Time

Automating technical documentation with GPT-4 - API docs, README files, and user guides generated from code, reducing documentation time from days to hours

October 5, 2023

AI-Powered Documentation - Automating Technical Writing with GPT-4

Using GPT-4 to automate technical documentation generation, including API docs, code comments, and user guides, saving 15+ hours per week.

August 12, 2023

Building AI Agents with LangChain - From Concept to Production

Complete guide to building autonomous AI agents using LangChain, including tool integration, memory management, and real-world applications.

July 12, 2022

Building a Complete CI/CD Pipeline with GitHub Actions

Setting up a production-ready CI/CD pipeline with GitHub Actions, including testing, building, security scanning, and deployment.

January 28, 2022

Terraform Infrastructure as Code - Managing 50+ AWS Resources

How we migrated from manual AWS console management to Terraform, managing 50+ resources across multiple environments with version control and automation.

June 25, 2020

GitHub Actions CI/CD: From Jenkins to Cloud-Native Pipelines

Migrated from Jenkins to GitHub Actions - build time 15min → 5min, zero infrastructure maintenance, 100% cloud-native

April 15, 2019

Kubernetes Operators: Automating Complex Applications

Understanding Kubernetes Operators and how they automate deployment and management of complex applications.

October 5, 2016

Building Our First CI/CD Pipeline with Jenkins

Setting up automated build, test, and deployment pipeline with Jenkins 2.0 - from manual deploys to push-button releases

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