Daily AI intelligence for Iru.
Monday, October 26, 2026
  • Salesforce Hunter launches as an outbound AI sales agent with Demandbase buying-group signals baked in.
  • GitHub Copilot in Microsoft Teams can now turn a bug notification into a pull request without leaving the chat.
  • ZoomInfo connects its GTM Intelligence graph to Exa's search API so agents can pull live B2B data via MCP.
  • Moonshot AI ships Kimi K3.1 Pro, a 2.8T-parameter open-weight model available now in Kimi Code and the API.
  • Nous raises $17M to take its household AI agent outside the UK, backed by Heartcore Capital and Monzo co-founder Tom Blomfield.
Salesforce Hunter Debuts as Outbound AI Sales Agent
finance.yahoo.com · Oct 24

Salesforce introduced Hunter, an outbound AI sales agent that pulls Demandbase buying-group and engagement signals directly into prospecting and account-prioritization workflows.

  • Demandbase integration brings real-time intent and buying-group data into Salesforce so Hunter can surface and prioritize accounts without a rep leaving the CRM.
  • Hunter automates outbound sequences by acting on those signals, reducing the manual work of identifying which accounts are in-market and when to reach out.
Bottom line
GTM teams running outbound inside Salesforce can now tie account engagement signals from Demandbase to automated prospecting actions without stitching the two systems together manually.
Moonshot AI Ships Kimi K3.1 Pro Open-Weight Model
kimi.ai · Oct 24

Moonshot AI released Kimi K3.1 Pro, a 2.8-trillion-parameter mixture-of-experts open-weight model with a 1-million-token context window, available today in Kimi Code and the Kimi API.

  • Kimi K3.1 Pro Highspeed runs at two to three times the speed of the base model with identical capabilities, giving teams a cost-latency tradeoff without switching providers.
  • Full weights ship by November 4, making it one of the largest open-weight coding models teams can self-host or fine-tune for agentic SDLC work.
Bottom line
Engineering teams that need a large-context, self-hostable coding model for agentic pipelines have a credible open-weight alternative to frontier proprietary models starting today.
Google Open-Sources Elephant-Goldfish Coding Agent Plugin
helpnetsecurity.com · Oct 26

Google has open-sourced the Elephant-Goldfish Model plugin, an internal tool that forces a coding agent to write and defend a design document before touching any code, then routes that document to fresh AI sessions tasked with finding its flaws.

  • The plugin separates planning from execution: a design document produced in one AI session is handed to separate sessions that have no memory of the design conversation, reducing confirmation bias in code review.
  • Built for agentic velocity risks, the tool directly targets the reliability problems Google says emerge when coding agents ship code faster than humans can review intent.
Bottom line
Engineering teams using agentic coding pipelines can now drop in Google's own guardrail to catch design errors before they become deployed bugs.
GitHub Copilot in Teams Turns Bug Alerts Into Pull Requests
github.blog · Oct 23

A new GitHub app in Microsoft Teams lets engineers @mention GitHub to have Copilot investigate a bug notification, write a fix, and open a pull request without leaving the Teams conversation.

  • The workflow is three steps: get notified of an issue in a channel or chat, @mention @github to trigger investigation and fix, then review and merge the resulting PR.
  • Notifications and Copilot are now unified in a single Teams app, replacing the previous GitHub notifications app that had no agentic action capability.
Bottom line
Engineering teams that triage bugs in Teams can now go from alert to pull request inside one tool, cutting the context switches between chat, IDE and GitHub.
ZoomInfo Connects GTM Intelligence to Exa via MCP
zoominfo.com · Oct 23

ZoomInfo launched a native integration with Exa that lets mutual customers bring ZoomInfo's GTM Intelligence into Exa through Exa Connect, and lets developers pull the same B2B data through the GTM.AI API and MCP server.

  • GTM.AI is ZoomInfo's headless data layer, connecting its GTM Context Graph to partner platforms and customer-built agents through both a standard API and an MCP server.
  • Agents built on Exa can now query ZoomInfo's B2B intelligence at runtime, enabling prospecting and account-research agents to combine live web search with structured GTM data in a single call.
Bottom line
GTM and RevOps teams building agents on Exa or MCP-compatible platforms can now ground those agents in ZoomInfo's contact and account data without a separate enrichment step.
Salesforce Launches Koa, a CRM-Trained Reasoning Model
salesforce.com · Oct 25

Salesforce introduced Koa, its first CRM reasoning model for Agentforce, built by post-training NVIDIA Nemotron open models on a proprietary synthetic dataset derived from 27 years of Salesforce workflow data.

  • Koa is purpose-built for multi-step enterprise CRM tasks such as account planning, case routing and opportunity scoring, where general-purpose models lack the workflow context to reason correctly.
  • Built in collaboration with NVIDIA, Koa ships as the default reasoning model inside Agentforce, meaning existing Agentforce deployments get a domain-tuned model without reconfiguration.
Bottom line
Agentforce customers running complex, multi-step CRM workflows gain a model tuned on actual business processes rather than a general-purpose LLM adapted after the fact.
Copilot Usage Metrics API Now Captures OpenCode and More
github.blog · Oct 23

GitHub's Copilot usage metrics API now reports model usage from tools including OpenCode, Claude Code, Codex, and Zed that were previously invisible to enterprise usage reports.

  • A new `totals_by_client` array breaks out usage by client tool across enterprise, organization and user-level 1-day and 28-day reports, so engineering leaders can see exactly which agents consume Copilot capacity.
  • Unrecognized clients are grouped separately rather than dropped, preventing undercounting when new agentic tools appear in a developer's workflow.
Bottom line
Engineering and FinOps teams can now attribute Copilot spend to specific agentic coding tools across the org, making ROI conversations at the tool level possible for the first time.

London-based Nous raised $17M led by Heartcore Capital, with Mosaic Ventures, Chalfen Ventures, Joyance Partners and Bain Future Back Ventures joining, to expand its AI agent that manages household bills for nearly 250,000 UK homes into new markets and add new features; Monzo co-founder Tom Blomfield and Founders Factory's Brent Hoberman backed the round as angels.

Cuttable, an AI creative production platform for performance marketing teams that generates 40% of its revenue from the US market, raised an A$20M Series A led by Airtree Ventures to expand beyond ad generation into creative performance analytics and decisioning.

Meta acquired Sundial, an AI-powered data analytics platform founded by former Meta VP of product design Julie Zhuo and former Sequoia analytics chief Chandra Narayanan, who will lead Meta's data analytics tooling and agents work; no price was disclosed.

Dayforce signed an agreement to acquire Toronto-based Ribbon AI, whose conversational voice and video AI conducts screening interviews at scale, to add agentic recruiting capabilities to its HR platform; no price was disclosed.

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