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Find your AI agent's likely failure mode, get runtime settings, and clarify ambiguous prompts.
Find the stories worth writing about: discover emerging stories, rank the angle, draft from sources.
Deterministic Music Theory for Claude, Cursor, and Autonomous AI Agents Large Language Models (LLMs) frequently hallucinate music theory, leading to incorrect notes, false Roman numerals, and broken voice leading. THIRI solves this by providing a deterministic, mathematical music-theory engine (pitch-class-set theory over ℤ/12) directly to your AI. It gives AI assistants precise, reproducible harmonic reasoning in milliseconds, allowing them to write correct musical scores, analyze progression
clariBI is an AI-powered business intelligence platform built for small and mid-sized SaaS, ecommerce, and operations teams. Instead of writing SQL or building dashboards manually, users ask questions in plain English ("what's our CAC by channel last quarter?") and the AI engine pulls the data from Stripe, HubSpot, Google Analytics, ad platforms, Jira, and 30+ other sources via the open Model Context Protocol. Dashboards generate themselves on source connect.
Access premium IPO intelligence through AI agents. Retrieve detailed company profiles for upcoming and recent public offerings — including deal terms, SEC filings, AI-generated research with valuation models, competitor benchmarking, underwriter ratings, risk screening, and board analysis. Monitor overall market conditions with a proprietary daily sentiment score (-100 bearish to +100 bullish) with historical trend data to help time investment entries.
Look up how any brand surfaces in ChatGPT and Google AI Overviews. Brands, prompts, sources, niches & more.
Hosted speech-to-text + speech emotion/tone analysis for agents. No install; trial keys built in.
Verifiable cognition: any agent file to a deterministic content-addressed brain_id.
Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?
23 agent tools + a measured per-call model cost dataset. No key needed to start.
Developmental agents + Wu Wei compute routing: evolve from outcomes, route to cheapest reliable.
Search, compare, and find alternatives across a curated catalog of 1,100+ AI tools.
Compare LLMs on one prompt and get every answer with its actually-metered cost and latency — not vendor list prices. Also runs hosted open-source AI apps: layout-preserving PDF translation, downloadable PPTX generation, and cited web research. Nine tools over Streamable HTTP. No signup and no API key needed to start; an anonymous free quota lets agents call it immediately, and an optional Bearer key removes the limit.
Prioritize an existing Italian B2B lead list into up to 250 explained JSON decisions.
Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to.
Courses that argue back: learn adaptively, build real work, then defend it to an AI stakeholder.
Engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 60+ articles indexed.
Scores a website's AI technology adoption using BuiltWith data.
Compare up-to-date pricing for 40+ LLMs (incl. Chinese) & estimate cost from tokens. EN/zh.
Remote MCP server for CODENIVERSE, a Thai software agency. Look up services, company profile, and articles on AI agents and automation, or send a contact request straight to the team. Five tools, no auth required.