Maneshwar, the developer behind git-lrc, explains how EdgeVPN, a decentralized VPN written in Go, works without a central server by using TUN devices and a gossiped ledger for peer discovery and routi…
A developer explored how terminal-sharing tools like ttyd, TermPair, and sshx put a user's shell in a browser by leveraging pseudoterminals (PTYs). The tools use a master-slave file descriptor pair to…
Developer Maneshwar explains how he learned to use Cilium's pwru, an eBPF-powered tool that traces packets through the Linux kernel by instrumenting every function that touches a `sk_buff` struct, dis…
A developer named Maneshwar highlights six open source tools that restore programmatic access to the web, which has become increasingly locked behind bot detection and paywalls. Tools like Firecrawl a…
A developer named Maneshwar explains how PDFs consume excessive tokens in LLM chats due to formatting noise, and recommends Microsoft's free open-source tool MarkItDown to convert PDFs to lightweight …
Maneshwar, building git-lrc, explains that Android's screen recording blackout for protected content is not due to active censorship but because SurfaceFlinger skips secure layers during composition, …
Developer Maneshwar built a Go program that displays dev.to blog statistics in a terminal dashboard using the archived devdash tool. The tool fetches articles via the dev.to API and renders them in a …
Developer Maneshwar explores fusuma, a Markdown-to-slides tool that converts a single flat file into presentations, PDFs, and social preview cards. The tool uses HTML comments for slide metadata, supp…
Developer Maneshwar spent a weekend exploring lhttp, a decade-old chat protocol built on websockets that mimics HTTP syntax. Despite being written for Go 1.6 and using outdated dependency management, …
Developer Maneshwar built git-lrc, a micro AI code reviewer, and discovered Tokscale, a Rust-based CLI tool by Junhoye that tracks token usage and costs across multiple AI coding agents like Claude Co…
Developer Maneshwar is building git-lrc, a free and source-available micro AI code reviewer that runs on every commit. In a blog post, they share advanced command-line tricks including ctrl-r for hist…
A developer named Maneshwar built git-lrc, a Micro AI code reviewer that runs on every commit, and shared their experience self-hosting Postiz, an open-source alternative to Buffer. They deployed Post…
A developer named Maneshwar explores data structures beyond the standard seven taught in computer science curricula, highlighting Bloom filters, Cuckoo hashing, and B-trees. These structures address s…
Developer Maneshwar is building git-lrc, a free and source-available Micro AI code reviewer that runs on every commit. The project highlights the critical need for data privacy in AI systems, warning …
Maneshwar, developer of git-lrc, explains multi-agent AI systems using a honeybee colony analogy. The post covers agent autonomy, coordination patterns like networks and hierarchies, and benefits such…
Maneshwar, building git-lrc, explains that a single agent with a growing toolbox should be maxed out before splitting into multiple agents. When splitting is necessary, two patterns emerge: a manager …
A developer named Maneshwar, building the git-lrc AI code reviewer, clarifies what an 'agent' truly means in AI, defining it as a system that independently completes tasks. The post outlines the core …
Maneshwar, developer of git-lrc, explains the ReAct (Reasoning + Acting) prompting pattern from Yao et al., 2022. ReAct interleaves reasoning traces with actions like search or lookup, allowing langua…
Maneshwar is building git-lrc, a Micro AI code reviewer that runs on every commit. The project is free and source-available on GitHub. The post explains how semantic search works, contrasting it with …
Maneshwar, the developer behind git-lrc, argues that giving a single AI agent too many capabilities degrades performance, comparing it to doing taxes at a party. The solution is isolation: spawning fo…