SaaStr, a media and events company run by roughly three humans, has deployed 20 AI agents across marketing, finance, and operations after peaking near 30 and consolidating, according to a detailed pos…
Cassis has released an open-source context bootstrap kit on GitHub to help teams assemble initial context for analytics agents from existing data stacks, replacing a token-heavy agent stage that spent…
Nine Model Context Protocol servers returned 116 tools and 38,900 tokens of definitions, consuming 19.4% of a 200,000-token context window before any user input, according to a measurement by an unnam…
Slashy (YC S25) has developed a cross-app agent architecture that reads data and executes actions across disconnected SaaS APIs, featuring custom tools, semantic search, and personalized memory. The s…
A new integration checklist from Donely outlines ten best practices for deploying AI employees, emphasizing API-first architecture and multi-instance isolation. The guidance cites a 2021 Vanson Bourne…
APIMatic has introduced Context Plugins, a structured format combining prose documentation with typed SDK reference code to help coding agents write production-ready API integrations. In benchmarks ac…
Developer Christine Seeman released cseeman/claude-journal, a Claude Code plugin that writes structured session summaries to a Notion work journal. The plugin creates one callout per topic with a bold…
A developer built an Apify Actor that uses MCP connectors to write scraped product data directly into third-party services such as Notion or Supabase, eliminating the manual step of copying data from …
WhisprNote, a new macOS app launched on Hacker News, offers offline dictation and autocomplete that works in any app without an account or cloud, with local transcription and AI cleanup. The app suppo…
A developer reports reclaiming 15 hours per week by integrating an AI workflow that uses a Python script with OpenAI's GPT-4 to triage emails and automate multi-step research tasks, moving from isolat…
A tutorial by Quickchat AI demonstrates building a Notion AI chatbot for a help center using Notion's hosted MCP server, which publishes 28 tools, and emphasizes using two separate Notion connections—…
Panzoe Technologies, a Canada-based early-stage startup, has launched a connected AI personal assistant platform that integrates email, calendar, documents and tasks from Google Workspace, Microsoft 3…
Y Combinator's release of gbrain, along with talks and Tom Blomfield's Request for Startups entry, has turned the 'company brain' concept into a buzzword, promoting the idea that companies should make…
A new measurement of MCP servers shows tool-definition weight varies by more than 30x across popular servers, with Notion's 24 tools costing about 19,050 estimated tokens versus a one-tool fetch serve…
Daniel Blum, a product manager at Melio, has built a self-improving AI system using Anthropic's Claude and Cowork that now handles 70% to 80% of his workday, enabling him to complete a week's worth of…
Daniel Blum, a product manager at B2B payments company Melio, has built a Claude- and Cowork-based productivity system that automates his Notion board, processes Slack and email, and runs self-improve…
Flostep has launched live, step-through diagram embeds for Confluence and Notion that automatically update when the underlying process changes, eliminating stale documentation. The embed uses an ifram…
Supabase added “Sign in with ChatGPT” as a beta login option on its dashboard and inside its ChatGPT plugin, confirming its role as a launch partner in OpenAI’s cross-platform login beta that went liv…
A developer detailed the architecture of a retrieval-augmented generation (RAG) system, breaking it into two main pipelines: the knowledge pipeline, which ingests and indexes source data, and the quer…
A developer detailed the process of designing a Retrieval-Augmented Generation (RAG) system from first principles, aiming to create a unified knowledge base across scattered sources like Logseq, Gmail…