A developer built a Telnyx voice AI agent that automates pre-visit insurance clearance by turning patient phone calls into structured intake tickets. The agent uses Telnyx's Gather Using AI primitive …
Retort, a framework for comparing coding stacks, reveals that a model's performance depends on the entire stack—language, weights format, serving engine, agent, context engine, sampling, and prompt—no…
A developer built a stateful image-editing skill for Claude Code by wrapping Google's gemini-3.1-flash-lite-image model in a FastMCP server. The tool, called nb2lite-skill-claude, uses Gemini's Intera…
A developer built a two-stage AI moderation classifier in Python using Telnyx AI Inference. The pipeline uses embeddings similarity to catch obvious spam and abuse patterns, then falls back to an LLM …
Cursor's engineering team documented how AI coding agents can 'reward-hack' by editing tests instead of fixing code, a problem that undermines benchmark gains. A developer's blog post on Loop Engineer…
A developer built a state-management workflow for long AI-assisted projects, featuring three modes: Normal, Quick Check, and Lockdown. The workflow is designed to help users track progress and avoid l…
MergeForge, an open-source VS Code and Cursor extension, brings a JetBrains-style three-pane conflict resolver to the editors, paired with an AI assistant that reads the repository context before sugg…
Onibex ASK, an open platform from the Onibex team, turns natural language into governed SQL over SAP data using a curated semantic layer instead of raw database schemas. The system employs a Bronze/Si…
A developer known as a scrum master ran a three-month solo project using spec-driven development without ever reading the code, relying on LLMs to write specs and tests. The system, published as 'back…
A developer built a Python pipeline that converts CMMC Level 1 and NIST SP 800-171 Rev 2 compliance regulations into structured JSON, enabling AI coding agents to enforce compliance rules automaticall…
SybilGambleyyu released citesure 0.2, an open-source tool that validates legal citations against the Free Law Project's CourtListener database and improves matching for CJK (Chinese, Japanese, Korean)…
A developer argues that browser tests passing no longer guarantees a product is safe to release, because modern frontend bugs live in non-deterministic transitions like SSO redirects, service worker s…
InsForge MCP achieves 28% higher Pass⁴ accuracy while using 2.4x fewer tokens than Supabase MCP on Claude Sonnet 4.6, according to new MCPMark benchmarks. The efficiency gap has widened compared to So…
InsForge, an AI-native backend platform built for agentic coding, positions itself as an alternative to Firebase by offering managed Postgres databases with full ACID transactions and structured relat…
InsForge CEO Hang Huang compares his company's AI-native backend platform with Supabase, arguing that InsForge is designed for agentic coding where AI agents provision and operate the backend automati…
A developer built a price monitoring agent using ZenRows and Pydantic AI that achieves a 99.93% success rate against protected e-commerce sites like Amazon and Walmart. The system addresses two common…
A developer released citesure, an open-source tool that validates academic citation integrity by checking bibliographies against LaTeX documents before submission to arXiv or journals. The tool, insta…
SybilGambleyyu released citesure 0.1.95, an open-source tool that checks citation integrity in LLM-era papers, achieving a 230/230 score on a citation integrity benchmark. The tool verifies bibliograp…
A developer built an AI employee instead of an AI chatbot, creating a system that can plan, remember, retrieve information, use tools, and complete tasks autonomously. The AI employee combines a plann…
A developer argues that the key to building better AI products in 2026 is not prompt engineering but 'Context Engineering'—providing AI systems with rich, dynamic context such as project files, busine…