• GitHub is moving from “AI as text” to “AI as execution,” shifting from simple prompt-response interactions to programmable, agentic workflows.
• The new GitHub Copilot SDK allows developers to embed this planning and execution engine directly into their own applications …

• NVIDIA is open-sourcing massive datasets to accelerate AI development, including 10 trillion language tokens and specialized data for robotics and autonomous vehicles.
• The “Open Data for AI” initiative provides developers with high-quality, diverse data to train foundational and …

• Introduces Trust Architecture, a 4-prompt AI diagnostic system designed to score content against four trust stages: Recognition, Credibility, and others.
• Focuses on moving beyond standard content audits that only measure activity and engagement to understand what an audience actually believes. …

• GitAgent is an open-source, git-native standard that transforms any Git repository into a portable, framework-agnostic AI agent.
• It leverages file-based manifests (agent.yaml, SOUL.md, SKILL.md) to define agent behavior, capabilities, and personality, allowing for seamless portability across …

• Naoma.ai is an AI-powered platform that provides automated, real-time, and personalized video product demonstrations for B2B SaaS companies.
• The platform allows prospects to engage in live, interactive demos 24/7 without waiting for scheduling or human intervention.
• It qualifies leads, answers …

• Core problem: AI memory alone creates context collapse — it recalls fragments but can’t reason across them. A 3-layer Context Stack turns scattered facts into structured, business-specific knowledge your AI uses before every response.
• Layer 1 — Identity Context: Who you are: business model, ICP, …

• Lead signals: Uses 10+ intent signals (funding, new hires, events, group memberships) to surface warm leads.
• AI outreach: Agents filter prospects against your ICP and run automated outreach campaigns, booking demos automatically.
• Integrations: Syncs with Slack, HubSpot, and Pipedrive.

Entities: …

• What it is: Open-source TypeScript library for building chatbot logic that deploys across Slack, Teams, Discord, GitHub, and Linear from one codebase.
• Architecture: Event-driven with JSX-based UI components and streaming AI model integration.
• Status: Open source, public beta.

Entities: Vercel

• Core product: AI agents automate web tasks — data extraction, form filling, and multi-step workflows.
• Two modes: Cloud-based agent interface plus an embeddable chatbot (Rover) deployable via a single script tag.
• Use cases: Web automation and data extraction without code.

Entities: rtrvr.ai

• Upgrade path: Takes a basic invoice extraction demo to enterprise-grade architecture using multi-agent orchestration on Microsoft Foundry.
• Agent roles: Specialised agents for extraction, validation, storage, and analysis.
• Enterprise requirements: Vision-based document understanding plus governance …