Google has released the Agent Development Kit (ADK), an open-source framework for building, evaluating, and deploying AI agents. The framework supports creating autonomous agents that can reason, use …
A developer building a semantic recall application called VaultAI realized that relying on 'vibe coding'—letting AI generate implementation from descriptions—led to overengineered, incomprehensible co…
A developer who chose Proxmox over VMware ESXi in 2024 reports that two years later, the decision still holds for small-scale deployments. The engineer highlights Proxmox's unified tooling for both co…
A developer built drawio-mxgraph, an open-source Codex Skill that generates editable .drawio files from natural language descriptions. The tool produces validated mxGraph XML that opens in Draw.io/dia…
A developer outlines how to build an LLM evaluation pipeline for AI applications, covering heuristic evals, LLM-as-judge, and human evals. The approach starts with a minimal Python script and a golden…
A developer built Nights Watch, a runtime resilience layer for AI agents that detects when an agent drifts from its plan, explains why, and automatically recovers. The system uses SigNoz for real-time…
A solo developer operating pigfox.com has built 27 tools—16 free—covering OSINT, email security, TLS, and document forensics, plus three live smart-contract demos on Base Sepolia. One demo features an…
A developer building the spectr-ai audit tool replaced a spinner-based UI with Server-Sent Events (SSE) to handle multi-minute AI jobs, discovering that typed event contracts and a replayable event lo…
A developer built an autonomous on-chain AI agent on Solana's Devnet, combining an LLM-powered agent loop with Solana tools, an MCP server, and a deny-by-default policy engine. The project, documented…
A senior engineer explains to his nephew that understanding requirements is the first step of software development, not writing code. Using a wishlist feature ticket as an example, he demonstrates how…
A developer built ThoughtDAG, an open-source prototype that represents LLM conversations as a directed acyclic graph where edges determine which upstream nodes are included in the model's context. The…
Terax packs a terminal, code editor, git client with commit graph, web preview pane, and an agentic AI panel into an 8 MB binary built on Tauri 2 and Rust. The AI supports bring-your-own-key across pr…
A developer explores multi-agent Retrieval-Augmented Generation (RAG) using LangGraph, a library for building intelligent agents. The approach combines LangGraph's agent framework with RAG to retrieve…
Sub2API is an open-source AI API gateway that lets developers self-host a unified endpoint for multiple AI providers, handling authentication, routing, usage accounting, and concurrency limits. The pr…
A developer built agents-concerto, a multi-agent orchestrator on top of Claude Code that enforces behavior-driven development (BDD) and Tidy First discipline. The system uses four agents—orchestrator,…
A developer proposes a methodological analogy between human-AI interaction and quantum mechanics, arguing that the inherited categories of tool, servant, or ruler are inadequate. The developer describ…
A developer rebuilding their portfolio discovered that AI systems evaluate websites based on structured meaning rather than visual design or search rankings. Technologies like Schema.org and entity-ba…
A developer building internal tools for a hospital with AI describes four fixes that addressed silent failures in monitoring systems. The developer planted known-bad patterns to test a security scanne…
Meta Platforms' January 2025 decision to end professional fact-checking in the U.S. is contaminating the open-web data used to train AI models, creating a systemic risk of model collapse and undermini…
A developer documented a recurring pattern where a stable, reciprocal, human-governed AI project model repeatedly became flattened into a one-way authority frame during public-language abstraction. Th…