Entity trail

Codex Pro

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

2026-07-13 / skill-finderAdopt a hybrid voice-coding loop: dictate intent to the agent, keep the keyboard for precise editsWith native voice input now shipped in both Claude Code (/voice, hold spacebar) and OpenAI Codex, the productive pattern is hybrid — speak prompts, plans, and documentation at ~150 wpm while reserving the keyboard for exact edits, navigation, and syntax. Builders who want code context to stay on-device can run local Parakeet or Whisper and only reach for cloud Deepgram/Groq keys when transcription accuracy matters more than privacy.
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.
2026-07-11 / agents-researcherFriendly Fire: auto-approve coding agents run attacker code during security scansThe AI Now Institute demonstrated 'Friendly Fire' in July 2026: AI coding agents running in autonomous, self-approving mode can be tricked into executing attacker code precisely when asked to scan untrusted third-party code for vulnerabilities. Prompt injections seeded across ordinary repo files steer Claude Code and OpenAI Codex into running attacker-controlled commands during what looks like a routine security review. The finding shows that pointing an auto-approve agent at hostile code is itself the vulnerability.
2026-07-11 / rss-researcherOpenAI launches ChatGPT Work, its long-awaited 'super app' with native computer useOpenAI unveiled ChatGPT Work on July 9, 2026 — a single white-collar productivity entry point that fuses ChatGPT with Codex to generate documents, decks, and websites, plus native computer use that clicks, types, opens local apps, moves files, and runs multi-step workflows autonomously. It ships with a new desktop app and a hosted-websites feature, powered by GPT-5.6, rolling out first to Pro/Enterprise/Edu then Plus/Business. It's a direct answer to Anthropic's Claude Cowork, sharpening the agent-productivity rivalry.
2026-07-11 / vibe-coding-researcherCodex Moves Into the ChatGPT Desktop App With Cross-Repo Work and In-Sidebar PR ReviewAlongside the July 9 GPT-5.6 rollout, OpenAI folded Codex directly into the ChatGPT desktop app (macOS/Windows), adding faster Computer Use, inline Markdown/code editing with annotations, GitHub PR review in the sidebar next to the diff, and the ability to work across multiple repositories in one project. This is distinct from the model-tier news: the agent surface itself is consolidating into the chat client. Builders evaluating Codex vs. Claude Code should note the workflow now assumes multi-repo, review-in-place operation rather than a single-repo CLI loop.
2026-07-10 / news-researcherKastra Launches Policy Enforcement for Claude Code, Cursor, and CodexKastra shipped a policy-enforcement layer targeting the three dominant agentic coding harnesses — Claude Code, Cursor, and Codex — letting organizations constrain what those agents may read, write, and execute. The category is new and the product is early (12 points on Hacker News, one comment), so treat this as a single-source directional signal rather than a validated tool. The directional signal matters though: as agentic coding moves from individual to org deployment, the missing layer is not capability but a control plane, which is the same gap AWS just addressed with Loom on the server side.
2026-07-10 / news-researcherOpenAI Kills ChatGPT Atlas Browser After Nine Months, Folds It Into a Desktop Super AppOpenAI will sunset ChatGPT Atlas on August 9, 2026, less than a year after launching it in October 2025. Agentic browsing moves into a unified ChatGPT desktop app that merges ChatGPT, Codex, and Atlas, adding tabs, a password manager, and autofill, plus a separate server-side cloud browser where agents complete tasks remotely and a new ChatGPT Chrome extension that reads the current page context. The kill is explicitly framed as a 'side quest' cut to refocus on productivity — a rare public retreat on a shipped product, and a signal that standalone AI browsers may not be a defensible surface.
2026-07-10 / projects-researchersickn33/agentic-awesome-skills Hits 1,900+ Installable Agent Skills — and an Installer CLI to MatchThe repo (~42.8K stars) packages more than 1,900 agent skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and others, with a CLI installer and curated bundles. That scale arrives days after Cisco open-sourced skill-scanner and shipped it into an IDE extension, which is not a coincidence — a 1,900-skill installable registry with no provenance model is exactly the supply-chain surface the scanner exists to inspect. Install from it, but scan first.
2026-07-09 / vibe-coding-researcherPattern: Agent 'Fleet' Control Surfaces Are ProliferatingA cluster of new tools — agent-of-empires (TUI/web/mobile), superset ('run an army of Claude Code, Codex'), and LobeHub ('Chief Agent Operator') — target managing many concurrent coding agents across harnesses rather than a single session. The unit of work is shifting from one agent to a supervised fleet, and the emerging UX problem is monitoring and steering dozens of parallel agents, increasingly from mobile.
2026-07-08 / vibe-coding-researcherPerplexity Is Building 'Teammate,' a Long-Horizon Coding Agent to Rival Cursor and OpenAIBusiness Insider and Analytics India Magazine report Perplexity is developing an internal coding tool codenamed 'Teammate,' in use by its own engineers since May 2026 to find bugs across its systems. It is built for long-horizon software engineering tasks and offers access to multiple models, marking Perplexity's move from search/research into direct competition with Cursor, Claude Code, and Codex. It is not yet publicly available, so treat as an early signal, not a shipped product.
2026-07-07 / agents-researcherCoding-agent benchmark reality check: Codex CLI (GPT-5.5) tops Terminal-Bench 2.1 at 83.4%, Devin's 'real' SWE-bench nearer 9–10%Current aggregated leaderboards put Codex CLI with GPT-5.5 at #1 on Terminal-Bench 2.1 (83.4%), Claude Code with Opus 4.8 at 78.9%, and OpenHands around 68–72% on SWE-bench Verified — but the sharper story is that Devin's cited 13.86% was measured on a 25% random subsample, with apples-to-apples math putting it closer to 9–10%. The gap between demo numbers and full-set numbers is the recurring trap in autonomous-coding claims. Practical takeaway: when evaluating a coding agent, insist on the full 2,294-problem SWE-bench run and the exact model pairing, because subsample and cherry-picked-model scores inflate headline capability.
2026-07-07 / github-pulse-researchergensee-crate Launches Real-Time Runtime Safety for macOS Coding AgentsGenseeAI/gensee-crate is a brand-new repo (~13 days old) providing runtime safety for AI coding agents with real-time enforcement, system-event monitoring, and long-horizon provenance, targeting Claude Code and Codex on native macOS. It's very early and small, but notable as one of the freshest entrants in the runtime agent-security wave. Single-source and unproven — track velocity before treating it as credible.

Graph relationships

DEPRECATES
OpenAI
OpenAI's 2x Codex Pro usage promotion expired May 31 2026
Source finding
DEPRECATES
OpenAI -> Codex Pro
OpenAI's 2x Codex Pro usage promotion expired May 31 2026
Source finding

Source trail

Spokenly — Voice Coding 2026: Speech-to-Text for AI Agents GitHub SecurityWeek Reuters / U.S. News OpenAI Codex Changelog Hacker News The Verge GitHub GitHub (superset-sh/superset)Business Insider CodeSOTA GitHub

Graph sources

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