A developer built a Python script that uses a SERP API to track Google's People Also Ask (PAA) results over time. The script fetches PAA questions for a set of keywords, saves snapshots as CSV files, …
A developer created a Python cleaning layer to sanitize SERP API responses before sending them to an LLM. The approach normalizes fields like title, URL, snippet, and position, stripping out raw HTML,…
Kivo, a lightweight desktop teleprompter built with PySide6, has been released as an MVP. The open-source tool provides a frameless, always-on-top overlay for scripts and presentations, featuring auto…
Tau is an educational Python coding agent designed to teach how agents are built by exposing every component—provider adapters, harness, coding environment, and terminal UI—in readable layers. The pro…
A developer modeled the cost of running a 209-node automation pipeline on n8n versus per-task billing platforms like Zapier and Make. The analysis shows that a 28-node workflow on Zapier's $19.99 Prof…
A developer outlines practical patterns for building multi-agent systems with Python, including the ReAct architecture, tool selection, memory hierarchy, and error recovery. The guide emphasizes start…
A developer identified that Claude Code sessions become permanently bricked with a '400 no low surrogate in string' error when a lone UTF-16 surrogate (U+D800–U+DFFF) is written into the session trans…
AgentGuard, an open-source static analysis tool for AI agent vulnerabilities, uses regex-based rules to detect prompt injection and other flaws in source code. Its creator, Dockfix Labs, is developing…
A data science article outlines critical rules for time series forecasting in Python, emphasizing that forecasts are conditional statements based on information available at a specific time, not mere …
A developer tested Qwythos-9B-Claude-Mythos, a 9B parameter model with a 1-million-token context window, on a medium-sized Python codebase. The model maintained coherence across 150k tokens, enabling …
A Rust toolkit for reverse-engineering the Oura Ring's BLE protocol enables cloud-free data access from Gen 3/4/5 rings, including live heart rate, SpO2, sleep stages, and activity MET levels, bypassi…
Mem0, an open-source memory layer for AI agents with nearly 60,000 GitHub stars, has released v3.0 with temporal reasoning and multi-tenant isolation. The project scored 94.8 on LongMemEval and 91.6 o…
A developer created monlite, a TypeScript library that consolidates document storage, vector search, full-text search, key-value caching, job queuing, and cron scheduling into a single SQLite file. Th…
Vivek Painjane, a developer based in India, builds practical software projects including web apps, backend tools, and AI-powered ideas. His tech stack includes Python, TypeScript, HTML, and C, and he …
A developer built a multi-provider AI routing layer after a junior engineer accidentally caused a $3,200 monthly bill by leaving a loop running in production. The solution uses a configurable Python c…
A developer built a reusable tool server using the Model Context Protocol (MCP) to expose pgvector search functions as a standalone server that any LLM client can connect to. The implementation uses F…
A developer built a RAG (Retrieval-Augmented Generation) system from scratch using pgvector and Google Gemini, implementing a full pipeline for embedding, vector storage, and semantic search. The proj…
A developer runs 9 AI agents on a server with 2 CPU cores and 3.6GB RAM, no GPU, located in a fitness gym in China. The agents handle fitness reports, coach schedules, and investor materials using the…
A developer open-sourced solana-twitter-ai-agent, a Twitter (X) AI Agent and Auto-Reply Bot built in Python. The bot automatically responds to mentions and tweet replies using OpenAI GPT-3.5, with fea…
A developer built QuadBrain-Nexus, an open-source Symbolic Pattern Learning AI for edge infrastructure that embeds physical laws into its logic instead of relying on statistical pre-training. The fram…