Entity trail

Snap

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

2026-07-09 / vibe-coding-researcherCursor Ships Cloud Subagents (/in-cloud) and an Auto-Review Safety ClassifierCursor's July update adds cloud subagents: /in-cloud spins up a subagent on its own VM and branch so you can run as many parallel cloud agents as you want, then pull one back to local to test. It also ships Auto-review, a contextual-classifier safety system that lets local agents keep moving on low-risk actions while slowing higher-stakes ones and feeding clearer signals back to the parent agent, plus reusable environment snapshots to cut cloud setup time.
2026-06-30 / skill-finderDefend MCP tool poisoning with manifest-delta auditing, not just a gatewayAfter the May 2026 OX Security disclosure (a systemic MCP flaw across Python/TS/Java/Rust, tracked as CVE-2025-54136), tool poisoning — malicious instructions hidden in tool *metadata* the agent reads but humans never see — became 2026's highest-leverage agent attack because it fires silently on every invocation. The concrete defense is detection by diffing: enumerate every connected MCP server, snapshot every served tool description at install/review time, and flag any wording delta for investigation, backed by signed clearance assertions and deny-by-default allowlists. This complements an MCP gateway rather than replacing it.
2026-06-30 / rss-researcherVercel Ships Container Registry, Dockerfile Support, and 5GB Functions in a Single PushVercel introduced the Vercel Container Registry (VCR), an OCI-compliant image registry on its own infrastructure, plus the ability to deploy HTTP servers from a Dockerfile/Containerfile on Fluid compute. It also raised Vercel Functions package size to 5GB for Node.js and Python — a 20x jump from the prior 250MB limit (public beta) — and changed Sandbox snapshot expiry to last-use rather than creation time. Together these signal Vercel directly competing with container hosts like Fly.io and Railway.

Graph relationships

WORKS AT
Evan Spiegel
Evan Spiegel is CEO of Snap and reported AI generates 65% of company code.
Source finding
PARTNERS WITH
Perplexity
Snap partnered with Perplexity to integrate AI search into Snapchat in November 2025.
Source finding
USES
Claude
AI writes two-thirds of Snap's code and Claude is transforming software development at Snap.
Source finding
WORKS AT
Evan Spiegel
Evan Spiegel is CEO of Snap.
Source finding
WORKS AT
Evan Spiegel -> Snap
Evan Spiegel is CEO of Snap and reported AI generates 65% of company code.
Source finding

Source trail

partnership RVI Coder Agents Fortune Snap CEO Evan Spiegel announced Meta (8,000)Forrester, Robert Half, and Careerminds

Graph sources

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