Teach Your Agent to Forget (On Purpose)
Developer Maneshwar, building the git-lrc AI code reviewer, explains that long-running AI agents degrade over time due to context window overload, not model flaws. He introduces 'compaction' as a deli…
Developer Maneshwar, building the git-lrc AI code reviewer, explains that long-running AI agents degrade over time due to context window overload, not model flaws. He introduces 'compaction' as a deli…
Shrijith Venkatramana, building git-lrc, explains KV Cache, a key optimization in LLM inference that avoids recomputing key-value pairs for previous tokens during autoregressive generation. By caching…
Developer Maneshwar has added Windows Subsystem for Linux (WSL) support to peektea, a minimal terminal file browser built with Bubble Tea. The tool now automatically detects WSL environments and route…
Maneshwar added sorting and scrollable previews to peektea, the terminal-based file browser. The `s` key now cycles through sort modes by name, size, or modification time, while `[` and `]` keys enabl…
Maneshwar has added filter-as-you-type and hidden file toggle features to peektea, a terminal-based file browser built with Bubble Tea. Pressing `/` activates a text input that instantly narrows visib…
Chrome 138 ships with a free, on-device AI model called Gemini Nano accessible through the new Prompt API, requiring no API keys or cloud round-trips. Developer Maneshwar built a single-file HTML play…
Shrijith Venkatramana built Gemini Nano Book Lab, a Chrome extension that uses the browser's built-in Prompt API to answer questions about a 1.25-million-character memoir entirely on-device. The exper…
A developer has created a plugin that makes Claude Code sound like Optimus Prime from Transformers. The `sound-fx` plugin by GitHub user 6m1w hooks into Claude's lifecycle events to play themed sound …
This article provides a beginner-friendly introduction to Lean 4 for Python programmers, highlighting how Lean prioritizes formal correctness and explicit type definitions over Python's flexible, runt…
The article, written by Shrijith Venkatramana, discusses the debate over whether developers need to read AI-generated code, arguing that while reading every line is no longer necessary for many tasks,…