Daily AI intelligence for Iru.
Tuesday, October 27, 2026
  • Entire, launched by former GitHub CEO Thomas Dohmke, replaces pull requests with agent-scored evals on every code push.
  • OpenAI GPT-6.1 Terra is now live in GitHub Copilot and ChatGPT, targeting agentic coding and computer use at lower cost than Sol.
  • Anthropic filed its S-1 on Monday, reporting $16.3B in first-half 2026 revenue and planning to list on Nasdaq as ANT.
  • Bending Spoons completed its acquisition of visual collaboration platform Miro, used by more than 250,000 organizations.
  • Claygent auto-mode now routes each enrichment row to the best model automatically, cutting costs 47% versus the top model.
Entire Launches Agent-Native Code Platform
theverge.com · Oct 26

Former GitHub CEO Thomas Dohmke officially launched Entire, a decentralized code hosting and review platform built from the ground up for AI agents rather than human pull requests.

  • Trails replaces pull requests: every code push is scored by agents using customizable evals, shifting review from human opinion to automated, evidence-backed verdicts.
  • Positioned as a GitHub competitor: developers can host and review code on Entire, but the workflow and data model are designed around agent-to-agent handoffs rather than async human review.
Bottom line
Engineering teams that run coding agents at scale now have a purpose-built platform where CI gates are set by agent evals, not human reviewers.
TestMu AI Agent Assurance Hits General Availability
fr.finance.yahoo.com · Oct 26

TestMu AI, formerly LambdaTest, made Agent Assurance generally available, giving engineering teams a purpose-built harness that tests what AI agents actually do rather than what the code says.

  • Tests agent actions, not just code: the product checks tool calls, file writes, and record changes, then generates functional and adversarial test suites from an agent's own docs and endpoint.
  • CI-native gate: teams get 4,000 credits and four concurrent runs on trial and can block deploys on evidence-backed verdicts with no demo required.
Bottom line
Teams shipping coding or workflow agents now have a dedicated QA layer that catches behavioral failures before they reach production.
Generative Pulse Opens Early Access for AI Brand Monitoring
markets.businessinsider.com · Oct 26

Generative Pulse opened early access to a standalone platform that shows brand, marketing, PR, and SEO teams how AI models describe and recommend their brands, which sources shape those answers, and what to do next.

  • SEEN framework: four signals cover Share of Answer, Evaluation Assessment, and two additional dimensions, giving teams a structured read on AI portrayal rather than raw prompt outputs.
  • Actionable next steps included: the platform moves beyond monitoring to recommend content and source strategies that can shift how AI models present a brand.
Bottom line
GTM and comms teams now have a dedicated tool to diagnose and improve their position inside AI-generated answers before a competitor does.
GPT-6.1 Terra Goes Live in GitHub Copilot
github.blog · Oct 26

OpenAI's GPT-6.1 Terra is now generally available inside GitHub Copilot across VS Code, Visual Studio, and other supported editors, priced at provider list pricing under usage-based billing.

  • Designed for agentic terminal work: Terra outperformed GPT-5.6 Terra on terminal and C# tasks in early testing and focuses on consolidated steps for well-scoped work at lower cost than GPT-6.1 Sol.
  • Available to all paid tiers: Copilot Pro, Pro+, Max, Business, and Enterprise users can select Terra in the model picker immediately.
Bottom line
Engineering teams that need an always-on agentic model for terminal and coding work inside Copilot now have a cheaper capable option without switching tools.
Claygent Auto-Mode Routes Rows to Best Model
clay.com · Oct 27

Clay shipped auto-mode for Claygent, a model router post-trained with Applied Compute that automatically picks the right model for each enrichment row and cuts cost 47% versus always running the most capable model.

  • Per-row routing: rather than applying one model to an entire table, auto-mode evaluates each task independently, matching complexity to model capability.
  • Post-trained router: Clay trained the routing layer specifically on GTM enrichment tasks, not generic benchmarks, so decisions reflect real prospecting and research workloads.
Bottom line
Revenue and GTM ops teams running large Claygent enrichment runs can now let the platform self-optimize cost without sacrificing accuracy on harder rows.
GitHub Copilot Assisted Permissions Now Generally Available
github.blog · Oct 26

GitHub made assisted permissions generally available across Copilot CLI, the Copilot app, and VS Code, letting an LLM evaluate each agent request to run a command, access a file path, or open a URL and auto-approve only clearly safe actions.

  • Risk-tiered approval: requests the model classifies as safe proceed automatically; anything else surfaces to the developer, reducing constant interruptions without eliminating oversight.
  • Enterprise controls included: admins can configure assisted permissions policies at the organization level, giving security teams a governance layer over what agents can do autonomously.
Bottom line
Engineering teams using Copilot agents can now let routine system actions run without constant approval prompts while keeping a human gate on anything ambiguous.
Greptile Adds GPT-6 Astra Computer Use for Workflow Testing
openai.com · Oct 26

Greptile extended its code review agents with GPT-6 Astra's computer use capability, enabling automated end-to-end testing of user workflows rather than static code analysis alone.

  • Behavioral testing at scale: Astra's computer use lets Greptile simulate how a user actually experiences an application after a code change, catching bugs that line-by-line review misses.
  • Codex for rework reduction: Greptile also uses Codex to reduce rework by catching issues earlier in the review cycle before they propagate downstream.
Bottom line
Teams using Greptile now get an agent that tests what the app does, not just what the code says, closing the gap between code review and QA.

Anthropic filed its S-1 with the SEC on Monday, planning to list on Nasdaq under ticker ANT at a reported target valuation of $1.5 trillion to $2 trillion, disclosing $16.3B in revenue for the first half of 2026 versus $1.2B in the same period last year and an operating loss of $693M, sharply improved from a $2.1B loss in H1 2025.

Simile, an AI startup building foundation models that simulate consumer behavior so brands can test products and marketing campaigns against digital consumer twins, raised $300M at a $2B valuation, with co-founder and CEO Joon Sung Park disclosing the round on the Sourcery podcast released Monday.

Hong Kong-based Omnichat raised $10M in a Series A led by Openspace Capital, with Darwin Ventures and Acorn Pacific Ventures participating, to scale its Omni AI Agents suite that handles marketing, sales, and customer service work across messaging channels.

Bending Spoons, listed on Nasdaq as BSP, completed its acquisition of Miro, the visual collaboration platform used by more than 250,000 organizations for product planning and brainstorming, with no price disclosed.

Stagwell, the publicly traded agency holding company, acquired Freestar, a publisher monetization network handling 50 billion ad requests monthly for more than 1,000 publishers including Fortune and the Boston Globe, folding it into its Owned Media unit to feed audience data and inventory into Stagwell's AI Media Machine; price was not disclosed.

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