A developer built AIpine, an iPhone and iPad app that serves as a local file library for AI-generated content. The app supports formats like JSX, HTML, Mermaid, Markdown, CSV, JSON, and Python, offeri…
A developer argues that while AI coding agents like Claude Code and Cursor can rapidly scaffold SaaS apps, non-technical founders face a trust boundary when maintaining them. The developer proposes a …
Decart AI released Lucy 2.5, an AI model that edits video frames in real time during live streams with sub-40ms latency at 30 FPS. The model uses techniques like MXFP8/NVFP4 quantization and dynamic s…
A developer built data-peek, a SQL client with an AI agent safety model that enforces read-only queries via always-rolled-back transactions and PostgreSQL's SET TRANSACTION READ ONLY, while requiring …
Two developers spent six months building Argo, an open-source project that uses LLMs for static vulnerability detection in code. The project is now in the validation phase, testing on real-world GitHu…
Stashr has officially launched its capture-first bookmark manager, which saves full copies of bookmarked content to prevent link rot. The tool automatically tags and indexes saved posts using AI, enab…
A developer built FluencyLoop, an open-source, local-first workflow plugin for Claude Code and Codex that forces AI agents to explain the code they write. The tool tracks a developer's technical famil…
A developer investigating EvenUp's success in legal AI found that the real competitive advantage is not a proprietary model but years of structured data from hundreds of thousands of personal injury c…
A developer built English Notebook, an AI-powered app that helps users learn English by interacting with real content. The app generates custom stories based on the user's level, allows instant word l…
A developer fine-tuned the all-MiniLM-L6-v2 embedder on a 14-document personal corpus and measured zero improvement in retrieval metrics (Δ+0.00 MRR, Δ+0.00 nDCG@10), concluding that off-the-shelf emb…
A developer found that a hard-coded cosine similarity threshold of 0.50 for a RAG gap guard failed silently when the embedding model was changed, because different embedders produce different similari…
RE-call, a retrieval-augmented generation system, introduces a benchmark that evaluates not only ranking quality but also a system's ability to abstain when no answer exists. Testing on 14 answerable …
A developer building the RE-call memory system for AI agents introduces honesty guards to prevent retrieval from returning confident noise. The system wraps retrieval with signals like gap_warning (th…
A developer built RE-call, a retrieval-augmented memory system for AI agents that runs entirely on PostgreSQL, using pgvector for dense vector search and built-in full-text search, fused via Reciproca…
A developer at an AI startup reduced memory state inconsistencies by 90% by replacing manual testing with a Pytest-based automated test suite for LLM memory stores. The new approach verifies consisten…
A developer re-examines the Twelve-Factor App methodology from 2011 in the context of modern AI coding agents and AI-native applications, arguing that while the original factors remain valid, the envi…
A developer draws a parallel between the film *Memento* and retrieval-augmented generation (RAG) pipelines, arguing that Leonard Shelby's external memory system suffers from the same flaws as modern R…
Composio has enabled Slackbot to connect to over 1,000 apps via its MCP server, expanding beyond the limited native app list. The integration allows users to perform actions like checking Gmail or Not…
Nylas demonstrates how to build an event waitlist using an email agent that processes replies in arrival order and atomically allocates seats. The system relies on an Agent Account with a grant_id, me…
Nylas introduces an email agent that automates contract follow-ups by sending documents, monitoring threads, and nudging recipients on a schedule until a signed copy is received. The agent uses a Nyla…