Maneshwar, building LiveReview, cut the cost of an AI code-review run from over 50 cents to about 4 cents by replacing Gemini's hosted File Search with a local Chroma vector store embedded with Qwen3-…
Maneshwar, a developer building the LiveReview AI code review tool, has demonstrated a retrieval-augmented generation pipeline in Go that uses Gemini's File Search instead of a vector database, requir…
Maneshwar, a developer building the AI code review tool LiveReview, explains how HyperLogLog can estimate cardinality for massive datasets like 100 billion unique visitors using only about 12 kilobyte…
Maneshwar, an engineer building the AI code review tool LiveReview, outlined seven infrastructure patterns that determine whether an AI application can survive scaling to 10,000 users. The patterns co…
Uber's DeepETA system predicts arrival times by dividing roads into roughly 100 million segments and using driver GPS pings collected every four seconds as live traffic telemetry, then forecasting seg…
Google's Google File System (GFS), introduced in a 2003 paper, underpins YouTube's storage by treating component failures as the norm. The design splits files into chunks distributed across many machi…
Maneshwar, a developer building LiveReview, an AI code review tool, shares seven techniques for making APIs faster, emphasizing that optimization should follow measurement and profiling. The technique…
Maneshwar, a developer building LiveReview, explains the inner workings of SSH, detailing how Diffie-Hellman key exchange establishes a secure session and why encryption precedes authentication. The a…
Maneshwar, developer of LiveReview, a blast-radius aware AI code review tool, explains common failure modes in background job processing, focusing on the dual write problem where a process crash betwe…
Maneshwar, the developer behind LiveReview, an AI code review tool, detailed the design of a webhook delivery system capable of handling 10 million events per day. The article outlines the pitfalls of…
Developer Maneshwar, creator of LiveReview, argues that the choice between session-based authentication and JSON Web Tokens (JWTs) is fundamentally about how quickly a server can revoke access. Sessio…
Maneshwar, the developer behind LiveReview, an AI code review tool, explains the differences between CPU, GPU, TPU, NPU, DPU, and QPU, arguing that 'computation' is not a single thing. He details how …
Maneshwar, the developer behind LiveReview, an AI code review tool, outlines seven key principles for building reliable distributed systems, drawing on examples from Amazon and Google. The article exp…
Developer Maneshwar explains XOR distance, a metric used in peer-to-peer networks like Kademlia, in a technical blog post. The post breaks down how XOR distance is computed, why it qualifies as a prop…
Developer Maneshwar is building git-lrc, a free and source-available Micro AI code reviewer that runs on every commit. In a technical blog post, he provides a guide to designing a rate limiter, coveri…
Maneshwar, developer of the git-lrc AI code reviewer, explains that the perceived speed differences between LLM chatbots like ChatGPT and Gemini stem largely from the inference engine, not the model's…
OpenAI's ChatGPT now serves 900 million weekly active users, processing about 29,000 messages per second, according to a developer's analysis of the platform's architecture. The system relies on a glo…
Maneshwar, a developer building git-lrc, a Micro AI code reviewer, has implemented the network box for a btop-style system monitor in Rust using ratatui. The feature displays both bits and bytes per s…
Maneshwar, a developer building git-lrc, a Micro AI code reviewer, documented day three of creating a btop-style system monitor in Rust with ratatui. To display disk usage, he chose to call the statvf…
Developer Maneshwar built ratatop, a Linux system monitor using the Rust ratatui library, as a learning project to explore immediate-mode terminal user interfaces. The project contrasts with the devel…