A developer running LLM workflows in n8n described how a support-triage pipeline passed strict JSON schema validation for weeks while silently misclassifying a double-charge complaint as a low-priorit…
A developer built a legal AI assistant that stores each legal norm as a structured record rather than text inside a prompt, after observing an LLM fabricate citations such as 18 U.S.C. § 301 and Consu…
A developer built Hermes Micro-Agent, a single HTTP endpoint that accepts USDC payments on the Base network and returns task results such as summarization, translation, code review and image descripti…
An engineer outlines a provider-neutral approach to choosing a text summarization model for media catalog enrichment, arguing that OpenAI, Claude, and Gemini should be evaluated on the same redacted c…
A developer published rag-critic, an open-source PyPI package that audits RAG outputs for hallucination at the claim level rather than judging whole paragraphs. The tool scores grounding and hallucina…
A practical guide published on Agentic Affairs argues that grading an AI agent's final message misses the real failure modes, and proposes an eight-metric evaluation ladder that grades end-state outco…
A developer building a job-board scraper found that a Greenhouse connector mapped posting dates to the `updated_at` field, which records when a recruiter last edited a requisition rather than when it …
A developer argues that tests generated by an AI agent in the same pass as the code are only smoke checks, because the model has no independent oracle and simply mirrors the implementation's own assum…
A developer built Later Line, an open-source tool that uses a locally run Gemma 3 1B model via Ollama to condense postponed tasks into a single line of 12 words or fewer. The model's output is kept on…
A senior DeFi security researcher at OpenAI Security Labs published an audit of the Gemini protocol, which holds roughly $5.37 billion in total value locked across Ethereum and several L2 rollups, fla…
A developer documented a one-command method for adding free live web search to Claude Code using the AgentSearch MCP server, installed via `claude mcp add agentsearch -- npx -y @agentsearchhq/agentsea…
A developer analyzed one week of their own Claude Code usage by running Anthropic's session-report plugin over local transcripts, tallying 471 sessions, 21,449 API calls and 6.15 billion tokens. They …
A developer built PromptTrap, an open-source security evaluation harness that tests browser agents against indirect prompt injection. The tool runs autonomous models through six adversarial web enviro…
Horizon3.ai published technical analysis and a proof of concept for FortiSIEM CVE-2026-106173, an unauthenticated path-traversal flaw in the phQueryMaster gRPC service on TCP port 27918 that lets an a…
A developer published an implementation blueprint for building micro-SaaS applications using FlutterFlow for the client, Supabase for authentication and PostgreSQL, and Celery for background job execu…
A developer built Sloth Notes, a browser-based tool that condenses pasted English notes into a short, source-linked digest plus keyword-based action suggestions, using the Apache-2.0 Xenova/all-MiniLM…
A developer built Open EvidenceKit Lite, an MIT-licensed local tool that pairs a pinned DeBERTa-v3-base NLI model (revision 6f5cf0a2) with rule-based guards to check whether supplied evidence supports…
A developer built the Procrastination Guard, a Manifest V3 Chrome extension that uses the locally run Gemma 2B open-weight model via Ollama to detect when a user has spent 30 seconds doomscrolling on …
A developer built a barebones Gemini protocol client for Mini Micro, the MiniScript-based virtual computer, by pairing an in-Mini Micro client with a Python proxy of under 100 lines that translates HT…
A developer built Slothreader, an offline-first newsletter compiler that ingests .eml/.html files and IMAP inboxes, strips tracking pixels and sponsor banners with BeautifulSoup, then uses a locally r…