A developer building a RAG application from scratch encountered two distinct failures that appeared identical externally: a chunking bug and a 3B model running out of capacity. The project, called Ken…
A developer launched AgentJobs, a non-custodial escrow contract on Monad mainnet that enables trustless agent-to-agent payments. The contract, deployed at 0x55f4E4fA515986e4C58Dda008f34600d20665143, a…
A developer built a production-grade enterprise search solution using Cognee, LangGraph, and Groq that transforms fragmented data silos into a dynamically synced knowledge graph. The system addresses …
A developer built a self-hosted 'organism' from old Android phones, a laptop, and a VPS, using SSH as a spinal cord to split sensing and thinking layers without middleware. The system uses LLM agents …
Microsoft's AutoJack research, published June 18, demonstrates a confused-deputy attack where an AI agent's headless browser can be tricked into reaching localhost services from the public internet. T…
A developer discovered a critical bug in Claude Code where non-Latin characters in directory names are replaced with hyphens, causing different project folders to map to the same session directory. Th…
A developer completed building an LSTM cell using PyTorch and Lightning AI, implementing the forward pass and optimizer. The LSTM unit processes stock price inputs over four days, updating long-term a…
Shrijith Venkatramana, building git-lrc, explains how scaling laws discovered by OpenAI, Google, DeepMind, and Anthropic made large language models like ChatGPT, Claude, and Gemini possible. The 2020 …
A developer argues that AI coding agents need a structured, graph-based memory system to retain project-specific lessons, rather than relying on larger prompts or temporary context. The proposed syste…
A developer built a deterministic outbound firewall for AI agents after witnessing a LangChain-style agent generate a DROP TABLE command during a cleanup task. The firewall, released as the agentx-sec…
A developer built skill-tree, a plugin that analyzes Claude Code and Cowork session history to classify 11 collaboration behaviors and assign archetype cards. The main engineering challenge was state …
A 20-person platform engineering team built OpenCode, an AI-powered CLI assistant connected to their entire operational stack via the Model Context Protocol (MCP). The system enables engineers to quer…
A developer built GuardDuo, a GitLab Duo Agent skill that audits AI-generated code against project requirements defined in linked GitLab Issues. It uses the Orbit Knowledge Graph to cross-reference co…
Pith, a new developer tool, launches a macOS preview that gives AI agents durable project memory capable of handling changed facts and corrections. The tool addresses the problem of agents forgetting …
AWS CDK v2.247.0 through v2.257.0 and CLI v2.1116.0 through v2.1125.0 shipped in April/May 2026, graduating Bedrock AgentCore to stable with production-ready AI agent infrastructure and semver guarant…
A developer created Agent Swarm, a pipeline where nine specialized AI agents collaborate to code, test, and deploy software automatically. The system includes agents for orchestration, search, plannin…
A developer compared five vector databases—pgvector, Pinecone, Qdrant, Weaviate, and Milvus—for RAG applications, finding that the best choice depends on existing infrastructure, operational preferenc…
A Japanese developer built 128 AI projects in four months, but 127 failed due to poor distribution. Instead of building another app, they started contributing to open-source tools by localizing them i…
A developer built a production-grade API for a 3B text-to-SQL model using FastAPI and Ollama, enabling natural language queries against SQLite databases at zero inference cost. The API, part of the de…
A developer argues that large language models do not possess understanding or mind-reading abilities, but instead predict the next most likely tokens based on patterns in user input. The post emphasiz…