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Wednesday

  1. Unite.AI

    Perplexity Publishes LLM Gateway Best Practices Guide, Outlining Request Flow and Production Risks

    On October 27, 2026, Perplexity published an LLM gateway best practices guide explaining how this middleware layer routes, authenticates, caches, and logs model calls, and distinguishing four categories: API gateways, LLM gateways, MCP gateways, and AI gateways. The guide breaks down the mechanism through a six-step request lifecycle, while warning that the gateway centralizes credentials from various providers, and cites the LiteLLM gateway breach disclosed by Microsoft and two high-severity vulnerabilities, CVE-2026-35029 and CVE-2026-59823, reported by Check Point (already fixed in LiteLLM 1.83.9). The article also lists postmortems of Cloudflare AI Gateway and OpenRouter outages, four deployment paths, and paid plans starting at about $50 per month.

    The guide breaks down the mechanism through a six-step request lifecycle, while warning that the gateway centralizes credentials from various providers, and cites the LiteLLM gateway breach disclosed by Microsoft and two high-severity vulnerabilities, CVE-2026-35029 and CVE-2026-59823, reported by Check Point (already fixed in LiteLLM 1.83.9). The article also lists postmortems of Cloudflare AI Gateway and OpenRouter outages, four deployment paths, and paid plans starting at about $50 per month.

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  2. Story1 reports · 1 facts

    Perplexity Releases Practical Guide to LLM Gateways

    On October 27, 2026, Perplexity released a practical guide to LLM gateways, explaining how this middleware layer routes, authenticates, caches, and logs model calls, and distinguishing four forms: API gateways, LLM gateways, MCP gateways, and AI gateways. The guide breaks down the mechanism through a six-step request lifecycle, while warning that gateways concentrate credentials from various vendors, and cites the LiteLLM gateway intrusion incident disclosed by Microsoft and two high-severity vulnerabilities, CVE-2026-35029 and CVE-2026-59823, reported by Check Point (already fixed in LiteLLM 1.83.9). The article also lists post-incident reviews of Cloudflare AI Gateway and OpenRouter, four deployment paths, and paid plans starting at about $50 per month. The guide is currently reported by Unite.AI, with no further developments yet.

    anism through a six-step request lifecycle, while warning that gateways concentrate credentials from various vendors, and cites the LiteLLM gateway intrusion incident disclosed by Microsoft and two high-severity vulnerabilities, CVE-2026-35029 and CVE-2026-59823, reported by Check Point (already fixed in LiteLLM 1.83.9). The article also lists post-incident reviews of Cloudflare AI Gateway and OpenRouter, four deployment paths, and paid plans starting at about $50 per month. The guide is current

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  1. Browser Use

    Browser Use Tutorial: How to Log In Daily and Download Invoices on Websites Without an API

    Browser Use has published a tutorial introducing three approaches for automatically logging in and downloading invoices daily on supplier portals that lack an API: Playwright scripts, RPA tools such as UiPath or Power Automate, and browser agents with saved configurations. The article provides complete code for Playwright and Browser Use Cloud, covering reusing login sessions, filling in TOTP verification codes with 1Password, scheduling runs via GitHub Actions, and handling failure scenarios such as session expiration, 2FA blocks, page redesigns, and empty downloads. The author recommends first asking suppliers for exports, APIs, or emailed invoices, and reminds readers to first confirm whether the portal's terms permit automated access.

    Browser Use has published a tutorial introducing three approaches for automatically logging in and downloading invoices daily on supplier portals that lack an API: Playwright scripts, RPA tools such as UiPath or Power Automate, and browser agents with saved configurations. The article provides complete code for Playwright and Browser Use Cloud, covering reusing login sessions, filling in TOTP verification codes with 1Password, scheduling runs via GitHub Actions, and handling failure scenarios su

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Sunday

  1. Browser UseSelected

    How to get coding agents to use your already-logged-in Chrome

    Browser Use published a guide introducing several ways to let coding agents work in a real, already-logged-in Chrome, including Claude in Chrome, Playwright MCP extension mode, Chrome DevTools MCP auto-connect mode, the Gemini CLI built-in browser agent, the ChatGPT desktop browser extension, and Browser Harness. The article gives configuration commands and limitations separately for agents such as Claude Code, Codex, Gemini CLI, and Cursor, and explains that starting with Chrome 136, --remote-debugging-port and --remote-debugging-pipe on the default data directory will be ignored, so the old practice of copying cookies to a new browser will fail in scenarios such as device-bound sessions.

    Browser Use published a guide introducing several ways to let coding agents work in a real, already-logged-in Chrome, including Claude in Chrome, Playwright MCP extension mode, Chrome DevTools MCP auto-connect mode, the Gemini CLI built-in browser agent, the ChatGPT desktop browser extension, and Browser Harness. The article gives configuration commands and limitations separately for agents such as Claude Code, Codex, Gemini CLI, and Cursor, and explains that starting with Chrome 136, --remote-d

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Thursday

  1. Chips and Cheese

    Benchmarking Windows 11 Prism Binary Translation: Performance Loss of x86-64 Programs on Arm

    Chips and Cheese author Chester Lam used Geekbench 7 to benchmark Windows 11's Prism binary translation, finding that x86-64 programs execute roughly twice as many aarch64 instructions after translation as they would natively, with performance losses of several generations across all cores. Testing was conducted on a Snapdragon X2 Elite Extreme X2E-96-100 laptop and on Neoverse N1 and N2 instances on Azure; even after bearing the translation losses, the Snapdragon's E-Cores and P-Cores still respectively outperformed the Neoverse N1 and N2. The author also examined the translated code in C:\Windows\XtaCache, noting that Prism performs unnecessary register spills and splits 256-bit AVX operations into multiple 128-bit NEON instructions.

    Chips and Cheese author Chester Lam used Geekbench 7 to benchmark Windows 11's Prism binary translation, finding that x86-64 programs execute roughly twice as many aarch64 instructions after translation as they would natively, with performance losses of several generations across all cores. Testing was conducted on a Snapdragon X2 Elite Extreme X2E-96-100 laptop and on Neoverse N1 and N2 instances on Azure; even after bearing the translation losses, the Snapdragon's E-Cores and P-Cores still res

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