Blog

Thoughts & Stories

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

Browse by Topic

DevOps & Cloud Infrastructure (193)AI & LLMs (143)Backend & APIs (102)Web Development (90)ERP Systems (77)Security (65)Software Development (58)Career Reflections (29)Cloud (29)AI / Machine Learning (18)Product & SaaS (12)University (1)Hackathons (1)

AIAugust 202612 min read

Claude Code 1M Context: When It Helps and When It Hurts

A million-token window does not remove the need to manage context. It changes when compaction fires, and on some setups it is worth deliberately capping at 200K.

AIAugust 202613 min read

Claude Code Cross-Session Messaging: Sessions That Talk

Claude can pass a finding from one of your sessions to another by name, on this machine or across your machines, without you copy-pasting between terminals.

AIAugust 202613 min read

Claude Code Model Config: Aliases, Fallbacks, Effort

An alias does not mean the same model on every provider, a fallback chain is invisible until it fires, and an unsupported effort level degrades without telling you.

AIAugust 202613 min read

Claude Code Prompt Caching: Tune the TTL, Cut the Bill

Caching matches the request prefix exactly, so switching model mid-task re-reads everything. Here are the two TTL buckets and the invalidations worth avoiding.

AIAugust 202611 min read

Claude Code Tool Search: Defer MCP Tools, Save Context

Tool search loads only MCP tool names at session start and fetches schemas on demand, so adding another server stops costing you context on every request.

AIAugust 202613 min read

Claude Code Agent Teams: Parallel Multi-Agent Workflows

Agent teams give every teammate its own context window, a mailbox and a shared task list. Here is how to enable them, gate them with hooks, and what they cost.

Showing 325–330 of 818 posts

Explore More

Projects

See the projects I've built

Experience

My professional career

Certifications

Professional certifications