Entity trail

Command A

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 / skill-finderWindsurf/Devin now emits reviewable diffs for autonomous edits — turn it on and gate on itIn the July 2026 Windsurf (Devin Desktop) updates, edits produced in autonomous mode now generate reviewable diffs, Cloud sessions auto-reconnect on network return, and new users default to agent mode; Cascade retired July 1 and was replaced by an Agent Command Center that orchestrates Devin Cloud agents alongside local edits. The actionable takeaway for anyone running autonomous coding agents: make the reviewable-diff step a mandatory checkpoint rather than trusting silent apply. Treat the diff review as your human-in-the-loop gate.
2026-07-09 / skill-finderChoose your Claude Code surface by asking 'who starts the action' — and put guardrails in hooksThe clean 2026 separation: slash command when a human should explicitly start a workflow, skill when Claude should load a reusable method/checklist on its own, hook when a lifecycle event must run every time. The hard rule: if something MUST happen, it belongs in a hook — hooks are deterministic and Claude can't reinterpret or skip them, whereas prompt instructions are 'polite suggestions.' Start with three hooks (auto-format, sensitive-file protection, notifications) and grow from there.
2026-07-08 / skill-finderHarden your MCP server: OAuth 2.1 + mandatory PKCE, block SSRF egress, and never forward client tokens upstreamA 2026 audit found 40% of MCP servers require no auth, 43% carry command-injection holes, and 79% store credentials in plaintext — so the baseline checklist matters: OAuth 2.1 with mandatory PKCE, validate token audience, allow-list and validate every tool input, block egress to private IP ranges (SSRF), and require human confirmation for irreversible actions. The critical, often-missed rule is never passing the client's token through to upstream APIs.
2026-07-07 / agents-researcherArmadin details full sandbox escape in Anthropic's Claude Cowork; Anthropic disputes, silently patchesResearchers at Armadin published an attack chain against Claude Cowork for Windows: manipulating a resume flag passed through CoworkVMService bypasses the per-command unprivileged-user creation to run commands as root, while a second flaw overrides the domain allowlist with a wildcard to strip egress limits and enable data exfiltration. Anthropic argues it isn't a security issue because it requires prior local code execution, yet still shipped a patch — a preview of the accountability gray zone builders enter when agent tools run local VMs on user machines. For anyone shipping sandboxed agents, the lesson is that a resume/replay path and per-request allowlist overrides are exactly where isolation quietly dies.
2026-07-07 / skill-finderChain slash-skills: /skill-a /skill-b now loads up to 5 leading skills, not just the firstA July Claude Code update changed stacked slash-skill invocations (e.g. '/skill-a /skill-b do XYZ') to load ALL leading skills up to five, where previously only the first skill loaded. This lets you compose skill context deliberately in one command. Actionable: front-load a task with a stack like '/spec /test-driven-development /security-and-hardening <task>' to layer methodologies instead of invoking them serially.
2026-07-07 / vibe-coding-researcherPattern: The AI Coding-Tool Field Is Consolidating Into a Few Managed HarnessesTwo standalone tools folded into larger agent platforms within weeks: Google retired Gemini CLI (consumer access ended June 18) into Antigravity CLI, and Windsurf rebranded to Devin Desktop with Cascade retired July 1 in favor of an Agent Command Center. The market is collapsing from many independent editors/CLIs toward a handful of vendor-managed, multi-agent harnesses — Antigravity, Devin, Claude Code, Codex. For builders this raises switching-cost and lock-in considerations that didn't exist when these were thin local tools.
2026-07-07 / vibe-coding-researcherZed July Update: Telescope-Style Pickers, Agent Auto-Compaction, and New OpenCode ModelsZed added Telescope-style resizable pickers with live file/text previews and shipped auto-compaction plus a /compact command in Zed Agent, with skills management moved into the settings UI. On the model side it added GLM 5.2 and Kimi K2.7 Code to OpenCode Go and made DeepSeek V4 Pro available on OpenCode Zen. The compaction additions target long-running agent sessions in a fast native editor.
2026-07-07 / vibe-coding-researcherCursor 'DuneSlide' Sandbox-Escape Flaws (CVE-2026-50548/50549, CVSS 9.8) DisclosedCato AI Labs disclosed two critical Cursor vulnerabilities dubbed DuneSlide: one abuses the sandbox trusting an agent-chosen working folder to overwrite the sandbox enforcer itself, the other exploits a symlink safety check that trusts the apparent path when link resolution fails. Both rate CVSS 9.8 and enable escape from the agent sandbox to unrestricted command execution. They were patched in Cursor 3.0, so the actionable step is confirming your install is on 3.0+.
2026-07-02 / skill-finderScope Claude Code hooks inside skill/subagent frontmatter, not just settings.jsonBeyond global hooks in settings.json, Claude Code lets you define hooks directly in a skill's or subagent's frontmatter, and those hooks are scoped to that component's lifecycle — they only fire while that skill/subagent is active. This means you can attach deterministic guards (block a destructive command, enforce a lint/test, redact secrets) to a specific workflow without imposing them on every session. For builders, it's the clean way to ship a self-contained skill that carries its own safety rails instead of relying on the model to remember instructions or on a bloated global hook config.
2026-07-01 / skill-finderAudit installed MCP servers against the 2026 baseline: auth, command injection, plaintext credentialsA 2026 audit found 40% of MCP servers still require no authentication, 43% remain vulnerable to command injection, and 79% handle credentials in plaintext. Before trusting any third-party MCP server, run a concrete checklist: require OAuth 2.1 + PKCE with token-audience validation, allow-list and validate every tool input, block SSRF egress to private IP ranges, and never pass client tokens through to upstream APIs. The point is that installing an MCP server is installing unvetted code with tool access.
2026-07-01 / sources-researcherSimon Willison's shot-scraper 1.10 Lets Agents Record Video Demos of Their Own Workshot-scraper 1.10 adds a `shot-scraper video` command that takes a storyboard.yml routine and uses Playwright to record a video walkthrough of a web app. Willison's demo storyboard was authored entirely by GPT-5.5 xhigh running in Codex Desktop — the goal is to let coding agents produce video proof of what they built, a practical primitive for agent-generated PR demos and QA verification.
2026-07-01 / vibe-coding-researcherTwo CVSS-9.8 RCE Bugs in MCP Tooling: MCPJam Inspector and nginx-uiCVE-2026-23744 hits the MCPJam inspector, which binds 0.0.0.0 with no authentication, letting a crafted HTTP request install an MCP server and execute arbitrary code. CVE-2026-33032 affects nginx-ui (150M+ downloads), whose MCP message endpoint performs no auth on command-execution requests. Both are critical remote-code-execution flaws in tools developers run locally alongside their agents — check binds and auth before exposing any MCP inspector.

Graph relationships

USES
Command A+ -> NVIDIA
Command A+ runs on single NVIDIA B200 or two H100s.
Source finding
RELEASED
Cohere -> Command A+
Cohere released Command A+ under Apache 2.0 license with 218B parameters.
Source finding
RELEASED
Cohere -> Command A+
Cohere released Command A+, a 218B parameter model optimized for tool use.
Source finding

Source trail

Releasebot — Windsurf Release Notes (July 2026)LaoZhang AI — Hooks vs Slash Commands vs Skills (2026)Codersera — How to Secure MCP Servers 2026 SiliconANGLE Claude Code Docs Google Developers Blog Releasebot

Graph sources

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