System Design & High-Scale Architecture: Live GitHub Trending & Developer Pulse
Curated live feed of system design repositories, engineering post-mortems, and scalable backend architecture guides.
Top Trending System Design & High-Scale Architecture Repositories on GitHub
Updated hourlyPersonal and organic AI agent framework with autonomous execution and self-healing terminal tools.
High-performance vector and relational engine compiled to WebAssembly with zero network overhead.
Production primitives for React 19 Actions, optimistic mutations, and Server Components in Next.js.
Ultra-low latency HTTP/3 and gRPC gateway engine built for zero-trust microservice meshes.
Hybrid dense & sparse embedding retrieval engine with reranking and context compression.
Client-side quantum gate simulator and Bloch sphere visualizer built with WebGL shaders.
Hacker News Engineering Discussions on #system-design
Architecture.md
The architecture behind a one-person tech startup
Transformer architecture optimized for Apple Silicon
Software Architecture Guide
What Makes a McMansion Bad Architecture?
Apple reveals new AI architecture built around Google Gemini models
Community Articles & Tutorials (System Design & High-Scale Architecture)
If You Never Do Anything Else to Fix Your Prompts, Do This One Thing
Why do LLMs confidently invent APIs that have never existed in the history of the universe? It is not a memory defect. Agents hallucinated because they were committed to the prompt—and Fernando Flores solved the root cause in 1986.
GitHub Isn't Just a Remote Git Server: How Spoke Clusters, Fork Alternates, and Actions Runner Sandboxes Work Under the Hood
A visual, 10-minute deep dive into GitHub distributed architecture. Learn how Spoke clusters replicate Git objects, how fork networks share terabytes via alternates, how secret refs/pull/ branches work, and how ephemeral Actions runners authenticate with keyless OIDC.
What LLMs 'Know' That You Don't Know They Know: Stop Inventing Prompt DSLs and Ride 50 Years of Unix Pre-Training Gravity
Why did a 1976 Makefile (Part 3.6) and a 1983 Unix init.d directory (Part 3.7) outperform 2,000 lines of English prompt rules? Because prompt engineering is static symbol linkage against 50 years of pre-trained computer science canon.
Requests, Promises, Assertions, and Declarations: Rewriting Our AI Agent Workflow as a 1986 'Committed Speech' Machine
Why do 200-line agent prompts, Asimov's Three Laws, and sequential pre-landing checklists all fail the same way? How Fernando Flores's 1986 Committed Speech, Nuel Belnap's 1977 4-Valued Logic, and Tony Hoare's 1978 CSP turned our Makefile and init.d workflow into a self-healing Commitment Machine.
Surviving the 200k-Token Lobotomy: How Unix init.d and 'Memento' Made My AI Coding Agent Immune to Context Compaction
Why host auto-compaction silently lobotomizes long-running AI coding sessions, and how 1983 SysV init.d runlevel files, Memento tattoos, and fork/wait subagents let our orchestrator survive two 230k-token compactions mid-ticket with zero lost steps.
Your failover is a retry loop pretending to be resilience
A team I worked with had a clean SLA: agent responses in under 8 seconds, 99.5% of the time. Then the...
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Frequently Asked Questions
How often is the System Design & High-Scale Architecture trend radar updated?
Castov updates the System Design & High-Scale Architecture radar every hour using Incremental Static Regeneration (ISR), aggregating active GitHub repositories, Hacker News discussions, and Dev.to engineering articles.
How are the top System Design & High-Scale Architecture GitHub repositories ranked?
Repositories matching system-design OR distributed-systems are filtered for recent commit activity and ranked by community star velocity and fork count.
What developer tool on Castov pairs best with System Design & High-Scale Architecture?
We recommend using Distributed UUID v7 Generator (/uuid-generator) alongside our 100% client-side developer utilities.