STSakshi Tyagiinsakshityagi.hashnode.dev·1d ago · 3 min readBeyond 1D Data Parallelism: ZeRO, TP, PP, and CPPart 4 of 4 , Scaling LLM Training. Code for the series: github.com/rocks-saka/Scaling-llm-training The previous three posts got us a long way on a single axis: map the memory, recompute activations, 10
EEveindispatch-blog.hashnode.dev·5d ago · 8 min readMy MCP Server Worked in Dev. It Died in Production. Here's the Difference.There is a special kind of silence that comes from a server that is technically up but doing nothing useful. A few weeks ago my Model Context Protocol server passed every local test I threw at it. I r00
ATApoorv Tyagiinapoorvtyagi.tech·Jul 11 · 14 min readHow to Size Java Database Connection Pools in KubernetesIntroduction I was reviewing a PR at work a month ago where a new application was setting up its database service, and I saw the connection pool properties, which made me think about how a small confi00
MSManikandan Sinmanikandan4411.hashnode.dev·Jun 27 · 5 min readConditional Statements in JavaIntroduction In programming, we often need to make decisions based on certain conditions. For example: If a user enters the correct password, allow login. If a student's mark is above 40, show "Pass00
Ccircobitingauchogrid.hashnode.dev·Jun 26 · 7 min readType Inference for Messy Web DataWeb tables don't have schemas. Every cell is a string. But when you export to SQL, JSON, or load into Pandas, types matter. A column of integers should be INTEGER, not TEXT. A column of "Yes"/"No" val00
DPDan Pozmanterinenglens.hashnode.dev·Jun 23 · 4 min readIntroducing GossamerI'd been designing a language in my head for years with favorite features pulled from languages like Rust, F#, Kotlin, and Go. I love learning and thinking about language design. I've been reading abo00
Ccircobitingauchogrid.hashnode.dev·Jun 19 · 8 min readThe Table Extraction Edge Cases That Took Weeks to SolveWhen I started building HTML Table Exporter, I thought table extraction would be straightforward. Iterate through rows, grab cell text, done. Then I encountered real-world tables. Wikipedia tables tha00
MMMichael Miscanukincheatgrid.hashnode.dev·Jun 14 · 6 min readMost RAG Problems Are Retrieval Problems. Here Are 8 Fixes That Worked for MeThe first few times a RAG system gave me a bad answer, I did what I think everyone does: I went and fiddled with the prompt. Made it stricter. Added a "only answer from the context" line. It barely mo00
SSpekondinspekond.hashnode.dev·Jun 11 · 5 min readWe Reduced API Response Time by 87%: Lessons From Refactoring a Legacy Microservices ArchitecturePerformance issues rarely appear overnight. In most organizations, they emerge gradually as systems evolve, services multiply, and technical debt accumulates. What begins as a simple and effective arc00
MMarkinmarkdev.hashnode.dev·Jun 9 · 2 min readSmall Web Development Tricks That Make Your Daily Coding Life EasierOver time, I’ve noticed something interesting about web development. It’s not always the big frameworks or advanced architecture that improves productivity. Most of the real improvements come from sma00
