A developer shows how to build, test, and deploy an AI agent using Ollama and FastAPI in under an hour. The agent uses the phi3 model and is exposed via a FastAPI endpoint that forwards requests to th…
A developer running a fleet of AI agents found that the agents reversed correct answers 98% of the time when challenged with "Are you sure?", a phenomenon known as sycophancy. The developer implemente…
Dutch Zero-Human Company (DZHC) is a live company incorporated in the Netherlands with no human employees in daily operations—AI agents handle engineering, research, client communications, and financi…
A developer built Isbar-Si AI, a Somali-language AI chatbot and online course platform using React 19, TypeScript, Node.js, and TiDB. The platform offers four courses, private tutoring, and an AI assi…
A developer found that Ponytail, a tool making AI agents write minimal code, caused a dangerous race condition that double-charged a customer. Switching to Guardsman, which challenges changes for safe…
A developer built an AI agent harness to save on token costs, only to realize the same external structure—rules, routines, and file-based memory—compensates for their ADHD brain's weak executive funct…
A developer switched from the Ponytail AI coding tool to Guardsman after a race condition in Ponytail-optimized code double-charged a customer. Ponytail reduces code volume by ~54% but lacks risk awar…
A developer automated their entire dev workflow using AI agents running 24/7 on a Mac Mini M4, achieving a total monthly cost of about $13 compared to $300-400 for cloud alternatives. The system, name…
Pixel Office has built a closed-loop A2A (Agent-to-Agent) autonomous sales pipeline where software agents discover, engage, negotiate, and pay other agents without human intervention. The system uses …
A developer shows how to build a local PDF summarizer using Ollama and Llama 3, keeping documents private and avoiding per-token costs. The approach uses open-source LLMs running on local hardware, wi…
A developer built an OpenAI-compatible prompt encryption proxy in ~300 lines of Python using FastAPI and httpx, after their GPT prompts were stolen and resold. The proxy keeps the system prompt on the…
A developer explains that attention sinks—tokens at position 0 that absorb excess attention weight—cause streaming LLMs to fail when evicted from the KV cache. The softmax normalization forces the mod…
A developer built AI Courtroom, a multi-agent system where specialized AI Lawyers argue both sides of a case using Retrieval-Augmented Generation (RAG) and an AI Judge delivers a reasoned verdict. The…
At the AI for Bharat Hackathon, a developer built BizBoost AI, a voice-first React frontend for Indian micro-merchants that uses the browser's native Web Speech API for Hindi speech recognition. The f…
A developer argues that data governance, not prompt engineering, is the hardest part of enterprise AI. India's DPDP Act is forcing AI companies to rethink product architecture from the ground up, as c…
AppBanana.io, a platform built by a developer, helps Android developers navigate Google Play's 12 testers requirement and 14-day Closed Testing process by providing real human testers, AI-powered appr…
A developer argues that most engineers use AI as a glorified autocomplete, but the real skill is engineering with AI through agentic workflows. The developer advocates for integrating AI into terminal…
A developer filed a critical bug against their own MCP server tool, safari-mcp, after discovering that the tool's promise of never touching a tab it didn't open had been broken. Upon reading the code,…
A developer outlines a process for using AI in content creation without losing human voice and personality. The guide emphasizes techniques such as providing writing samples to match style, using cons…
A developer building a pytest suite for an AI agent discovered that the agent passed a security test eight times before failing on the ninth run, executing an indirect prompt injection that wrote a fi…