Entity trail

Poke

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Showing the first 40 findings. More graph evidence exists in the corpus.

Corpus findings

2026-07-25 / rss-researcherCognition buys Poke for low nine figures because AI personality is now a moatCognition acquired The Interaction Company of California, maker of the messaging-native assistant Poke, in a deal valuing it in the low nine figures — Scott Wu and Walden Yan had been angel investors. Poke launched March 2026 across iMessage, SMS, Telegram, and WhatsApp and processed over 100 million messages in three months, becoming the first AI agent approved for Apple's Messages for Business in June. Co-founder Marvin von Hagen floated Poke eventually orchestrating multiple Devin sessions and carrying memory across them.
2026-07-24 / reddit-researcherClaude Voice Mode Moves Off Haiku: Opus and Sonnet Now Available, With Mid-Conversation Model Switching and Gmail/Calendar/Slack ConnectorsAnthropic updated voice mode on July 23 so spoken conversations can run on Sonnet and Opus rather than the Haiku model that has powered the feature since 2025 — it now starts on whatever model you last picked in text chat, runs the fastest variant by default, and exposes a picker to switch tiers mid-conversation. Voice can now reach connected tools including Gmail, Google Calendar, Slack, Canva and Notion, so it can check a schedule, summarize mail, and act on what it finds without leaving the conversation. Free users get Haiku plus single-app access; paid tiers unlock all models and multi-app chaining.
2026-07-21 / saas-disruption-researcherSnapLogic Ships SnapCode + MCP Server GA — Enterprise Integration Becomes a Governed Tool Call for Coding AgentsSnapLogic announced general availability of SnapCode and the SnapLogic MCP Server on July 14, extending its Agentic Integration Platform into AI coding environments so agents can deploy, execute, and manage integrations programmatically under governance. This is the iPaaS category's answer to being routed around: rather than an agent writing bespoke connector code, the integration platform exposes itself as the tool surface with permissions and audit intact. Coveo announced a hosted MCP server in the same window — two integration/search vendors concluding within days that the defensible position is being the governed substrate agents call, not the UI humans click.
2026-07-15 / agents-researcherMulti-agent system does fine-tuning-free clinical symptom detection from unstructured notesA new arXiv paper (2607.12886) presents and validates a multi-agent system that extracts signs and symptoms from free-text clinical notes without any task-specific fine-tuning, surfacing information that rarely reaches structured fields. It's a concrete production pattern for multi-agent extraction over messy, domain-specific documents — coordinating LLM agents instead of training a bespoke model — with a development-and-validation study rather than a toy benchmark. Relevant to builders applying agent orchestration to regulated, high-stakes document domains.
2026-07-14 / vibe-coding-researcherTip: Newer Anthropic Models Do Worse With Custom Edit Tools — Prefer the Native Editor FormatWillison documents ("Better Models: Worse Tools", July 4) that Opus 4.8 and Sonnet 5 can perform worse than older versions when driving custom file-edit tools, because they're increasingly trained/optimized for Claude Code's native editor. The takeaway for anyone shipping their own agent: don't invent a bespoke edit-tool schema — mirror the native diff/replace format the model was tuned on, or you'll regress on the newest models.
2026-07-13 / github-pulse-researcherclaude-video Turns 'Watch This Video' Into a Portable Agent Skill — 8K Stars in Weeksbradautomates/claude-video (8,000 stars, v0.2.0 released July 1, 2026) lets coding agents download, frame-extract, and transcribe any video via yt-dlp, ffmpeg, and Whisper (Groq/OpenAI), then hand it to Claude's multimodal Read. It ships as an Agent Skill usable across 50+ agents (Claude Code, Codex, Cursor, Gemini CLI, Copilot, Windsurf), so video comprehension becomes a drop-in capability rather than a bespoke integration. Builder takeaway: the Agent Skills protocol is proving it can distribute a single tool across the entire CLI-agent ecosystem at once.
2026-07-13 / skill-finderReplace per-server MCP consent prompts with the now-stable Enterprise-Managed Authorization extensionMCP's Enterprise-Managed Authorization extension was promoted to stable in the 2026-07-28 spec, giving organizations a centralized way to control access to MCP servers through their identity provider and replacing per-server consent prompts with a zero-touch flow, aligned with OAuth and OpenID Connect. This closes a real production gap where consent fatigue undermined least-privilege intent. Actionable: move MCP access decisions to your IdP and drop bespoke per-server consent UX for enterprise deployments.
2026-07-11 / sources-researcherAccenture Edge and Google Cloud Launch Pre-Built Agentic AI for the $300M–$3B Mid-MarketThis week Accenture Edge and Google Cloud rolled out a suite of pre-built agentic AI solutions aimed squarely at mid-market companies ($300M–$3B revenue), a segment usually skipped by both bespoke consulting and self-serve tooling. It's a signal that 'agents you can trust with narrow, well-defined jobs' are being productized and sold as turnkey packages, not just frameworks. For builders, it marks where the commoditization line is forming between DIY agents and bought ones.
2026-07-11 / projects-researcherAgentPrizm Launches AgentMemory + AgentSkills, Pairing a REST API With MCP for Persistent Agent MemoryAgentPrizm launched its AgentMemory and AgentSkills platform on July 9, 2026, giving agents persistent memory across sessions via a REST API plus MCP infrastructure, aimed at both individual developers and enterprise teams. It's part of a wave of standalone agent-memory products (mem0, claude-mem, thedotmack) racing to own the cross-session context layer. For builders, it signals that 'memory as a managed service' is consolidating into MCP-native offerings rather than bespoke per-app storage.
2026-07-10 / hn-researcherNYT-Led Publishers Seek Sanctions, Alleging OpenAI Faked Inability to Search Its Training DataThe New York Times and Daily News asked a Manhattan court on July 9 to sanction OpenAI, citing a February deposition from Vinnie Monaco indicating OpenAI had in fact searched its training datasets and outputs after claiming it technically could not. The filing alleges OpenAI maintained an internal database of roughly 78 million de-identified ChatGPT conversations to assess its own infringement exposure, and deleted billions of ChatGPT responses in violation of preservation orders. OpenAI spokesperson Drew Pusateri denied the allegations; the discovery-conduct question now runs alongside the underlying copyright claim.
2026-07-09 / saas-disruption-researcherBespoke Labs Raises $40M to Build the Training 'Environments' That Make Agents Reliable — Not Another Foundation ModelBespoke Labs raised a $40M Series A (Wing VC and 8VC leading; angels including Jeff Dean and researchers from Anthropic, OpenAI, and Meta) to build simulation-and-evaluation environments where agents can safely learn, test, and improve before production. It's an architectural bet that the missing layer isn't a bigger model but the harness that makes agents dependable — the same 'environments/evals as infrastructure' pattern showing up across the agent-tooling stack. For builders shipping agentic products, this signals eval/training environments becoming a distinct, fundable category.
2026-07-09 / rss-researcherMicrosoft Research introduces Flint, an open-source visualization language for AI agentsMicrosoft Research unveiled Flint, an open-source visualization language offering a middle path between terse-but-bland chart specs and hand-tuned bespoke visuals. It's designed so AI agents can author short specifications that still produce expressive, non-generic charts.

Graph relationships

SUPPORTS
Apple
Apple approved Poke as the first AI agent on Messages for Business platform.
Source finding
SUPPORTS
Apple -> Poke
Apple approved Poke as the first AI agent on Messages for Business platform.
Source finding

Source trail

Cognition acquired MacRumors (corroborated by Unite.AI, The Decoder)GlobeNewswire (SnapLogic)arXiv Simon Willison GitHub InfoQ — MCP Adds Centralised Auth for Enterprise Solutions Review Latent Space Ars Technica (corroborated by TechCrunch, Variety)SiliconANGLE Microsoft Research

Graph sources

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