Engineering guides that get you to Staff Engineer.
CodeSpy breaks down system design, Spring AI, and distributed systems the way we wish someone had explained them to us — with real diagrams, real code, and no shortcuts.
Three tracks. One goal: make you dangerous in interviews and in production.
Every guide is written to be followed by a junior dev, but sharp enough for a staff-level review.
System Design
URL shorteners, TikTok, payment rails — architected step by step for SDE3 & Staff interviews.
View guidesSpring AI & LLMs
Build RAG apps, MCP servers and clients, and production LLM pipelines with Spring Boot.
View guidesProjects
Full build-alongs you can put straight on your resume — not toy examples.
View guidesLatest from the blog
System DesignDesigning TikTok: A System Design Guide for SDE3 & Staff Interviews
How to architect a video feed that scales to hundreds of millions of users, whiteboard-ready.
Read guide →
Spring AIBuild an MCP Client with Spring AI — Step by Step Guide
Wire up a working Model Context Protocol client and connect it to real tools and data sources.
Read guide →
ArchitecturePayment Processing Systems: A Complete Architect’s Guide
Idempotency, ledgers, rate limiting and failure handling for systems that move real money.
Read guide →“We write the guide we wish existed when we were learning this stuff — no oversimplifying, no gatekeeping.”
- ✓ Clarity over cleverness — every diagram earns its place.
- ✓ Written by working engineers, not scraped or spun by AI.
- ✓ Depth that respects both juniors and staff-level readers.
Real systems, not toy examples
Every architecture is one you could actually ship — with the trade-offs left in.
Interview-ready structure
Requirements → estimation → design → deep dive, the way you’d walk an interviewer through it.
Code you can actually run
Spring Boot, Redis, Docker — snippets are tested, not decorative.
Two engineers, writing what we wish we’d had.
Prashant Pandey
Leads editorial strategy, Spring AI, and distributed-systems content — obsessed with explaining hard things simply.
Ashmita Basu
Leads system design coverage — turning whiteboard-scale problems into guides anyone can follow.
