Back to Home[ Blog ]

Insights &
Engineering Notes

Thoughts on AI architecture, scalable systems, and the future of software engineering.

MongoDB vs Redis

🚀 Redis vs MongoDB Why You're Asking the Wrong Question

December 27, 2025•5 min read

Redis and MongoDB aren’t competitors. MongoDB stores truth long-term, while Redis powers real-time speed. Great systems use both reliability + instant performance.

Read Article
Software developer reviewing code, UX wireframes, and analytics on multiple monitors at night, showing product thinking, ownership mindset, and strategic decision-making.

What Clients Really Expect From Developers (After Working on 100+ Real Projects)

December 21, 2025•6–7 minutes

Clients don’t just want code. They want developers who think like owners, challenge bad ideas, understand users and build products that scale. This mindset separates average devs from trusted partners

Read Article
n8n automation cheatsheet cover showing workflow patterns, nodes, and AI integrations.

The Ultimate n8n Automation Cheatsheet 2025

November 30, 2025•12 min read

2025 n8n cheatsheet for devs, founders, and AI engineers: setup, auth patterns, error handling, AI flows, productivity boosts, and expert workflow tips for rapid MVPs and enterprise automation.

Read Article
Illustration showing advanced context management in AI prompting, with memory blocks, summaries, and long conversation handling.

Advanced Context Management in Prompting: Handling Long Conversations and Complex Scenarios

November 29, 2025•8 min read

Guide to handling long prompts, multi-turn dialogue, and memory in LLMs using context bundling, summaries, memory blocks, forking, rule prioritization, and structured workflows.

Read Article