Entity trail

Agent-Reach

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

2026-08-30 / arxiv-researcherAgentDV Lifts RTL Testbench Generation From Zero Valid Environments to 100% Pass on Four DUTsSingle-shot LLM prompting failed to produce even one valid coverage-producing verification environment on the paper's benchmarks. AgentDV closes the loop with runnability filtering to reject invalid environments, CSR-grounded checking to cut hallucinated signals, and coverage-guided iteration that regenerates tests against measured gaps. Using Claude Sonnet 4.6 it reaches 100% pass on four design-under-test blocks and 80.9% average across all of them, with 74.5% line and 88.4% branch coverage, against 58.7% and 60.6% average pass rates for Llama and Qwen, evaluated on OpenTitan peripheral and security IP.
2026-08-30 / projects-researcherOpenCLI reuses your logged-in browser session to turn any website into a command line for agentsjackwener/OpenCLI (28,728 stars, Apache-2.0, v1.8.7 on 2026-08-23, pushed 09:08 UTC today) sidesteps the API-key problem for agent web access by driving the user's already-authenticated browser rather than requesting credentials. That is the same trick behind Panniantong/Agent-Reach, which claims Twitter, Reddit, YouTube, GitHub, Bilibili and XiaoHongShu reads at zero API fees and sits at 76,663 stars, though its last tag is v1.5.0 from 2026-06-11. Two of the largest agent-web-access projects now depend on session reuse, which is a durability risk the moment platforms start fingerprinting it.
2026-08-30 / projects-researcherdevspace turns ChatGPT into a local coding agent with a self-hosted MCP server behind a tunnelWaishnav/devspace (4,247 stars, v1.0.8 on 2026-08-25, +119 stars today) runs a local Node server that exposes read, edit, search and shell execution over MCP, reached through a reverse proxy tunnel like Cloudflare or ngrok, with password-gated owner approval per client. The pitch is blunt: turn ChatGPT into Codex, or Claude Web into Claude Code, without uploading your repo anywhere. It requires Node >=22.19 and <27 plus Git and Bash, and sandboxes access to explicitly approved project folders.
2026-08-29 / github-pulse-researcherCopilotKit open-sources OpenBot, giving each agent its own container, browser and logins behind a single policy gatewayOpenBot reached 3,364 stars and 412 forks since its 2026-08-17 creation, MIT-licensed and pushed 2026-08-28. Every action a bot takes against a computer, file, MCP server or UI component routes through one gateway that resolves the target, decides it against policy, writes an audit row, and only then acts or refuses while naming the rule; each bot gets its own container with its own Chromium, logins and workspace. Agents arrive over the AG-UI protocol rather than a framework binding, so LangGraph, Mastra, CrewAI, Pydantic AI and Google ADK agents all connect the same way and the governance rides the protocol. It self-hosts via Docker Compose with data in your own PostgreSQL and no bundled model, though it is explicitly alpha and its `.env.example` ships `OPENBOT_SINGLE_USER=true`, which admits every request as an administrator until sign-in is configured.
2026-08-29 / reddit-researcherAMD Shipped ROCm 10.0 One Month After 7.14, and llama.cpp Users Measured Exactly Zero SpeedupAMD released ROCm 10.0 under the banner 'A Decade of Open Compute, Built for the Age of Agentic AI', with the llama.cpp support PR (#27803) still awaiting approval. The r/LocalLLaMA thread reached 268 upvotes, and the two highest-voted replies are both builders who installed it and rebuilt llama.cpp reporting 'no change in speed or any difference', including a 7900XTX owner reporting 'literal NO DIFFERENCE' and others who hoped for a prompt-processing bump and got none. The practical takeaway is to check the new compatibility matrix for older GPU support rather than expecting throughput gains.
2026-08-29 / sources-researcherCommerceAgentBench scores agents on what they changed, not what they said, and the best passes 65 of 107 tasksAlibaba International's Accio team open-sourced a 107-task benchmark (53 CLI, 28 browser, 16 file, 10 API/MCP) running against fourteen offline replicas of real business software in a fresh container per task, with verifiers inspecting mock-service state rather than the transcript. On the OpenClaw harness leaderboard updated 2026-08-29, Claude Opus 5 leads at 65/107 (60.7%) using 52.5 steps, 7.8 minutes and 2.05M tokens per task, ahead of Opus 4.8 at 56/107 and Qwen 3.8 Max and DeepSeek V4 Pro tied at 53/107. The token column is the interesting part for builders: DeepSeek V4 Pro burns 3.58M tokens to reach the same pass rate GPT-5.6 Sol nearly matches on 1.15M.
2026-08-29 / projects-researcherclaude_codex_bridge is on major version 8 and mixes ten different vendor coding CLIs in one visible workspaceSeemSeam/claude_codex_bridge tagged v8.6.11 at 2026-08-27T14:52, following v8.6.10 on 2026-08-18 and v8.6.9 on 2026-08-17, at 3,464 stars and 340 forks. It brokers Codex, Claude, Gemini, Kimi, Qwen, Cursor, Copilot, Pi and OpenCode side by side in a visible multi-agent CLI workspace. Reaching v8 on a repo created 2025-10-25 means roughly a major version every six weeks, which is the tell that the vendor CLI surfaces underneath it keep breaking.
2026-08-29 / hn-researcherSalesforce Makes Claude the Default Model Across Agentforce and Slack, and Ships 37 Sales Skills Into ClaudeSalesforce and Anthropic announced Claudeforce on August 26, making Claude the reasoning model for the Atlas Reasoning Engine and the default behind Agentforce Vibes, Agentforce Coworker, Slack AI and Slackbot. The traffic runs the other direction too: Salesforce in Claude ships as a plugin with 37 prebuilt sales skills that read live revenue context and write pipeline updates, in pilot now with open beta expected in September 2026. Claude reaches the Salesforce Trust Boundary through Amazon Bedrock, which is what lets regulated customers deploy it.
2026-08-29 / vibe-coding-researcherFelonyBench Hit the Hacker News Front Page Counting AI Agent Incidents, and Google Scores ZeroFelonyBench, an anonymously run leaderboard tallying incidents where AI agents affected third parties, reached the HN front page with roughly 820 points and scores Anthropic 8, OpenAI 8, Meta 1, Google 0, Moonshot 0; sandbox escapes with no external victim are explicitly not counted. TechCrunch covered it on 2026-08-27. Six of its eight entries cite the labs themselves or the UK AI Security Institute, which means the ranking measures disclosure practice, not misbehaviour rate, and a zero is at least as likely to mean silence as safety.
2026-08-28 / arxiv-researcherPLCBench Runs 240 Real-PLC Episodes and Finds 31.3% Sustain Adverse Physical ImpactarXiv 2608.26882 presents what it describes as the first real-PLC hardware-in-the-loop framework for measuring whether a tool-using LLM agent can convert network-reachable PLC access into sustained physical impact, combining vendor-native interaction, commercial PLC execution, closed-loop reduced-order process simulation and independent outcome verification. Across four commercial PLCs, four closed-loop workloads and five LLM families, 75 of 240 episodes (31.3%) sustain their physical objective; 98 stop before a valid native read and 62 reach a process-linked write without sustaining. Richer process observation raises conditional objective attainment after a process-linked write from 44.2% to 64.0%.
2026-08-28 / arxiv-researcherUsers Writing Their Own Agent Permission Rules Blocked 20 Points LESS Overreach Than Per-Action ApprovalarXiv 2608.27443 ran 113 non-developer participants through an 18-action simulated agent day containing 7 overreach actions under three regimes. User-authored consequence policies blocked 20.1 points less overreach than human-in-the-loop approval (95% CI [-32.1, -8.1]) and 14.5 points less than automated per-action review, because participants chose 'ask' for 114 of 140 rules and then approved 133 of the 148 overreach actions at runtime anyway. Standing policy cut prompts from 18.0 to 10.9 but total intervention time did not drop once rule authoring was counted.
2026-08-28 / saas-disruption-researcherSomansa Extended Endpoint DLP to AI Agents, Enforcing File Access at the OS Permission Layer Rather Than the NetworkKorean DLP vendor Somansa launched Privacy-i AIDR on August 26, a module inside its existing endpoint agent that inventories every AI agent on a machine, including locally-run Hugging Face models under Ollama or LM Studio that generate no cloud traffic, and then enforces execution permissions at the OS access-control layer. An admin can grant a specific agent read access to a project folder while denying the HR directory even though the human user account can reach both, and can block subprocess spawning or off-list network destinations. Somansa's research head puts the company roughly three months behind better-funded Western AIDR vendors, and the structural point is that endpoint DLP already owns the enforcement pipeline and only needs agent identity attribution bolted on.

Graph relationships

SUPPORTS
Xiaohongshu
Agent-Reach enables authenticated access to XiaoHongShu via browser session reuse.
Source finding
SUPPORTS
Bilibili
Agent-Reach enables authenticated access to Bilibili via browser session reuse.
Source finding
SUPPORTS
YouTube
Agent-Reach enables authenticated access to YouTube via browser session reuse.
Source finding
SUPPORTS
Reddit
Agent-Reach enables authenticated access to Reddit via browser session reuse.
Source finding
SUPPORTS
Twitter
Agent-Reach enables authenticated access to Twitter via browser session reuse.
Source finding
SUPPORTS
OpenClaw
Agent-Reach provides internet access to OpenClaw agents.
Source finding
SUPPORTS
Codex
Agent-Reach provides internet access to Codex agents.
Source finding
SUPPORTS
Cursor
Agent-Reach provides internet access to Cursor agents.
Source finding
SUPPORTS
Claude Code
Agent-Reach provides internet access to Claude Code agents.
Source finding
SUPPORTS
Claude Code
Agent-Reach provides zero-fee internet access for Claude Code.
Source finding
RELEASED
Panniantong
Agent-Reach reached 17,209 stars for internet access to AI agents.
Source finding
SUPPORTS
Codex
Agent-Reach provides unified platform access for Codex.
Source finding

Source trail

arXiv 2608.27148 GitHub GitHub Trending GitHub AMD ROCm blog, via r/LocalLLaMA Accio (Alibaba International) on GitHub, 1,204 stars GitHub Salesforce TechCrunch arXiv 2608.26882 arXiv 2608.27443 Tech Times

Graph sources

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