An engineer built NilaMind, an open-source Android app that runs a 1.5B-parameter language model entirely on-device for mental health conversations, with no cloud, account, or analytics. The app uses …
A developer gated CI on six open-source LLM evaluation frameworks in a real GitHub Actions merge queue for eight months, finding that only Promptfoo and DeepEval survived due to their deterministic ch…
A developer has built RepCN, an open-source tool that converts React code into a deployed project with a shareable URL. The tool addresses the problem of sharing React code generated by AI assistants …
A developer shares key lessons from building production-grade LLM applications, emphasizing that LLMs are stateless and require manual memory management, RAG is an external architecture not built into…
A developer built a WhatsApp sales inbox in Google Sheets using Apps Script and GPT-4o-mini, enabling a small team to log messages, score buying intent, and lock leads to one rep for 15 minutes. The s…
A developer built Bothread, a free, open-source local server that coordinates multiple AI coding agents via the Model Context Protocol to prevent file overwrites. In a demo, three agents from differen…
A developer built ImmuneMesh, a LangGraph middleware prototype that gives multi-agent AI systems a shared memory to detect and block self-replicating prompt attacks. Testing revealed false-positive ra…
A data scientist evaluated 10 AI coding models across 5 tasks, finding that DeepSeek-R1 scored highest at 9.4 but cost $2.50/M tokens, while Qwen3-Coder-30B offered the best balance at 8.8 and $0.35/M…
A developer migrating from Claude Opus 4.5 to 4.8 found that the fixed `budget_tokens` parameter for thinking is replaced by adaptive thinking with an `effort` knob. The developer reports that higher …
A developer built a local LLM chatbot using Ollama and Python, enabling offline, private AI interactions without API keys or cloud dependencies. The project leverages Ollama to run models like Llama 3…
A developer created Claude Code skills to enforce safe dependency update practices for JavaScript and PHP projects, aiming to mitigate supply chain attacks. The skills require agents to research recen…
Brad DeLong argues that AI coding agents are a normal evolution of software tools, not a threat to developer jobs, based on historical data showing programmer headcount grew from about 2,000 in 1935 t…
WAIaaS has introduced a three-tier ownership model for self-hosted AI agent wallets, using master, owner, and session layers to balance autonomy with security. The CLI tool allows developers to manage…
A developer cut their OpenAI bill by 97% by migrating to Global API, which offers models like DeepSeek V4 Flash at 40× lower cost than GPT-4o. The migration required changing only two lines of code—th…
A developer's browser extension for saving AI chat conversations had a bug that silently dropped half the content—either user questions or AI answers—due to incorrect CSS selectors. After spending a d…
A developer's tutorial demonstrates how to automate AI workflows using Qualcomm AI Runtime (QAIRT), covering model optimization and deployment. The system leverages QAIRT features to streamline deploy…
A developer discovered that non-deterministic retrieval ordering in a RAG pipeline caused fluctuating Recall@8 scores, even with identical queries and models. The fix was adding a deterministic tie-br…
Nylas engineer shows how to add a rate-limit backstop to AI email agents to prevent hitting daily send quotas. The backstop uses a token bucket, queue, and retry loop to pace sends under the documente…
Nylas has introduced an Agent Account feature that enables developers to build a calendar conflict-resolution agent. The agent watches its own events for overlaps, picks a winner by a customizable rul…
A developer launched agents.design, a curated gallery of design resources built specifically for AI coding agents like Cursor, Claude Code, Codex, v0, Bolt, and Lovable. The project aims to solve the …