<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Baize AI Notes</title><description>Baize AI notes on putting AI to work in real teams: engineering practice, security, governance, and rollout.</description><link>https://fxai.ai/</link><language>en</language><item><title>Can a Computer-Use Agent Safely Operate Your Legacy ERP?</title><link>https://fxai.ai/en/notes/agent-legacy-desktop-automation/</link><guid isPermaLink="true">https://fxai.ai/en/notes/agent-legacy-desktop-automation/</guid><description>Computer-use agents can click through legacy ERP clients with no API. Let them query and save drafts; keep posting and master data edits behind human approval.</description><pubDate>Sat, 24 Oct 2026 00:00:00 GMT</pubDate></item><item><title>How to Run a Private Codex Gateway for Your Company on Official API Keys</title><link>https://fxai.ai/en/notes/ai-coding-compute-sourcing/</link><guid isPermaLink="true">https://fxai.ai/en/notes/ai-coding-compute-sourcing/</guid><description>Run a private Codex gateway on official API keys: deploy LiteLLM with Docker Compose behind HTTPS, issue one key per employee with budgets, and log usage.</description><pubDate>Sat, 24 Oct 2026 00:00:00 GMT</pubDate></item><item><title>AI Data Queries Return Two Sales Figures: Which Metric Definition Do You Trust?</title><link>https://fxai.ai/en/notes/ai-data-query-metric-definitions/</link><guid isPermaLink="true">https://fxai.ai/en/notes/ai-data-query-metric-definitions/</guid><description>When natural-language data queries return two different sales figures, the fix is a governed metric dictionary the model must check before it writes SQL.</description><pubDate>Sat, 24 Oct 2026 00:00:00 GMT</pubDate></item><item><title>AI Resume Screening: Should a Human Review the Candidates the Agent Rejects?</title><link>https://fxai.ai/en/notes/ai-resume-screening-human-review/</link><guid isPermaLink="true">https://fxai.ai/en/notes/ai-resume-screening-human-review/</guid><description>A recruiting agent speeds up resume screening, but rejected candidates should not be archived unseen. Set up borderline spot checks, appeals, and audit logs.</description><pubDate>Sat, 24 Oct 2026 00:00:00 GMT</pubDate></item><item><title>AI Safety Inspection Flags a Hazard: Who Signs Off on the Fix?</title><link>https://fxai.ai/en/notes/ai-safety-inspection-hazard-fix/</link><guid isPermaLink="true">https://fxai.ai/en/notes/ai-safety-inspection-hazard-fix/</guid><description>Factories and construction sites use AI safety inspection to capture on-site hazards. The algorithm captures risk images. A safety officer verifies, grades, and assigns each case. The responsible team fixes it by the deadline, and the officer closes it after an on-site recheck.</description><pubDate>Sat, 24 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Who Owns a Missed Defect in AI Visual Inspection, and How Much Manual Checking Should Stay?</title><link>https://fxai.ai/en/notes/ai-visual-inspection-spot-check/</link><guid isPermaLink="true">https://fxai.ai/en/notes/ai-visual-inspection-spot-check/</guid><description>When AI visual inspection lets a defect through, saved images and logs decide who is liable. How to split model and inspector duties and tune manual spot checks.</description><pubDate>Sat, 24 Oct 2026 00:00:00 GMT</pubDate></item><item><title>When an AI Agent Drafts Your Bid, Who Guards Against Disqualification?</title><link>https://fxai.ai/en/notes/bid-agent-tender-response/</link><guid isPermaLink="true">https://fxai.ai/en/notes/bid-agent-tender-response/</guid><description>Companies use bid agents to help prepare tender responses. One mistake on a mandatory clause disqualifies the bid. The agent lists disqualification risks and drafts responses. Commercial and technical staff check each item against the tender documents. People approve the price, the original credentials, and the signed submission.</description><pubDate>Sat, 24 Oct 2026 00:00:00 GMT</pubDate></item><item><title>How to Record Lead Source When AI Sorts WhatsApp and Email Inquiries</title><link>https://fxai.ai/en/notes/export-inquiry-whatsapp-email-attribution/</link><guid isPermaLink="true">https://fxai.ai/en/notes/export-inquiry-whatsapp-email-attribution/</guid><description>When AI triages B2B inquiries from WhatsApp, email, and web forms, the lead source field needs fixed rules. Five steps keep channel attribution accurate.</description><pubDate>Sat, 24 Oct 2026 00:00:00 GMT</pubDate></item><item><title>AI Equipment Fault Diagnosis: Getting Veteran Technicians&apos; Know-How into Work Orders</title><link>https://fxai.ai/en/notes/maintenance-work-order-ai-diagnosis/</link><guid isPermaLink="true">https://fxai.ai/en/notes/maintenance-work-order-ai-diagnosis/</guid><description>Manufacturers can hand first-pass fault diagnosis to AI. The lasting gain is logging veteran technicians&apos; verified fixes in work orders as searchable knowledge.</description><pubDate>Sat, 24 Oct 2026 00:00:00 GMT</pubDate></item><item><title>How Detailed Should a Procurement Agent&apos;s Supplier Shortlist Reasons Be?</title><link>https://fxai.ai/en/notes/procurement-agent-supplier-shortlist/</link><guid isPermaLink="true">https://fxai.ai/en/notes/procurement-agent-supplier-shortlist/</guid><description>A procurement agent&apos;s supplier shortlist needs reasons buyers can verify and auditors can trace, tied to certificate dates, report numbers, and delivery records.</description><pubDate>Sat, 24 Oct 2026 00:00:00 GMT</pubDate></item><item><title>AI Flags an SPC Anomaly: Who Decides Whether to Stop the Line?</title><link>https://fxai.ai/en/notes/spc-anomaly-ai-line-stop/</link><guid isPermaLink="true">https://fxai.ai/en/notes/spc-anomaly-ai-line-stop/</guid><description>Plants hand process data to AI for SPC anomaly detection. When parameters drift, the stop-the-line decision needs a clear split between system and people. The system reads data continuously and suggests causes. Shift leads and quality engineers respond by preset tiers, and people own the stop decision and the restart check.</description><pubDate>Sat, 24 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Agent Authentication: Whose Permissions Apply When Calling Systems for Employees?</title><link>https://fxai.ai/en/notes/agent-acting-on-behalf-of-user/</link><guid isPermaLink="true">https://fxai.ai/en/notes/agent-acting-on-behalf-of-user/</guid><description>Agent authentication pairs employee and agent IDs per request and intersects gateway and employee rights to stop shared-account data overreach and audit bypass.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>How to Write a B2B Landing Page for AI Agent Buyers</title><link>https://fxai.ai/en/notes/agent-buyer-b2b-landing-page/</link><guid isPermaLink="true">https://fxai.ai/en/notes/agent-buyer-b2b-landing-page/</guid><description>AI agents now read vendor pages, check specs, compare prices, and send inquiries for B2B buyers. Humans still sign off. What a landing page needs for each reader.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Agent Evaluation: How Many Runs per Task Are Enough?</title><link>https://fxai.ai/en/notes/agent-eval-suite-pass-rate-variance/</link><guid isPermaLink="true">https://fxai.ai/en/notes/agent-eval-suite-pass-rate-variance/</guid><description>Agent evaluation repeats fixed real business tasks, reports pass rate, cost per run, latency and variation, and lists failures. One run cannot justify launch.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>AI Agent Security Governance Must Come Before Scaling</title><link>https://fxai.ai/en/notes/agent-governance-before-scale/</link><guid isPermaLink="true">https://fxai.ai/en/notes/agent-governance-before-scale/</guid><description>Deloitte: 23% of firms use AI agents moderately or more; 74% expected in two years. Only 21% rate governance mature. Four checks without longer approval chains.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Who Owns an AI Agent When the Employee Who Built It Leaves?</title><link>https://fxai.ai/en/notes/agent-owner-when-employee-leaves/</link><guid isPermaLink="true">https://fxai.ai/en/notes/agent-owner-when-employee-leaves/</guid><description>Agents on shared workflows belong to the process owner. When the builder leaves, swap credentials, check triggers, clear private memory; if unowned, freeze it.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Your AI Agent Pilot Works. What Does It Need Before Production?</title><link>https://fxai.ai/en/notes/agent-pilot-to-production-checklist/</link><guid isPermaLink="true">https://fxai.ai/en/notes/agent-pilot-to-production-checklist/</guid><description>Agent pilots run on clean data with engineers watching. Production brings messy data, cross-system writes, and real consequences. Five checks before you scale.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>AI Agent Permissions: Reading Email Is OK. Does Sending Need Approval?</title><link>https://fxai.ai/en/notes/agent-read-mail-vs-calendar-send/</link><guid isPermaLink="true">https://fxai.ai/en/notes/agent-read-mail-vs-calendar-send/</guid><description>AI Agent permissions: ease approval for mail search and summaries; approve sends and calendar edits by default. Fill in a permission table before Always allow.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>AI Agent Rollback: How to Undo a Bad Action and Who Is Accountable</title><link>https://fxai.ai/en/notes/agent-rollback-and-accountability/</link><guid isPermaLink="true">https://fxai.ai/en/notes/agent-rollback-and-accountability/</guid><description>An AI agent took a wrong action. Stop it and revoke credentials in hour one, roll back by action type, replay the action log, and assign accountability by role.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Agent Test Environment: Use Synthetic Data Before Connecting a CRM?</title><link>https://fxai.ai/en/notes/agent-sandbox-test-vs-prod-data/</link><guid isPermaLink="true">https://fxai.ai/en/notes/agent-sandbox-test-vs-prod-data/</guid><description>Test agents in mock companies before CRM access. Tools like Era generate them with mock APIs and MCP endpoints. Retest with real data in staging before launch.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Agent Management Starts With an Inventory: Who Runs Employee-Built Agents?</title><link>https://fxai.ai/en/notes/agent-sprawl-inventory/</link><guid isPermaLink="true">https://fxai.ai/en/notes/agent-sprawl-inventory/</guid><description>Log agent purpose, builder, owner, systems, credentials, triggers, last run. Tier by data sensitivity and action impact. Disable unowned agents by a deadline.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Agent Safety Guardrails: When to Stop an Unattended Run</title><link>https://fxai.ai/en/notes/agent-stop-conditions-decision-log/</link><guid isPermaLink="true">https://fxai.ai/en/notes/agent-stop-conditions-decision-log/</guid><description>Agent safety guardrails: completion check; caps on steps, tokens, time, repeat calls and tool error streaks. Limit exits are incomplete; log why and open items.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Multi-Agent Security: Can Agents Follow Forwarded Instructions Directly?</title><link>https://fxai.ai/en/notes/agent-to-agent-trust-boundary/</link><guid isPermaLink="true">https://fxai.ai/en/notes/agent-to-agent-trust-boundary/</guid><description>Agent handoffs may carry malicious external content. Verify originators, limit actions, block internal addresses, and get human approval for high-risk writes.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Agent Tool Call Auto-Approval: Which Calls to Allow or Block</title><link>https://fxai.ai/en/notes/agent-tool-call-auto-approval-rules/</link><guid isPermaLink="true">https://fxai.ai/en/notes/agent-tool-call-auto-approval-rules/</guid><description>Agent tool approval: code boundary checks, rule auto-approval, human review. Use arguments; ignore model reasons. Strict write checks. Log approvals and blocks.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Agent Permission Management: How to Set Tool Access Levels and What to Grant First</title><link>https://fxai.ai/en/notes/agent-tool-permission-ladder/</link><guid isPermaLink="true">https://fxai.ai/en/notes/agent-tool-permission-ladder/</guid><description>Agent access by impact: reads, internal drafts, capped writes; humans approve external actions, payments and irreversible operations; upgrade and revocation rules per tier.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>How to Measure AI Agent Value After Rollout: 4 Metrics Beyond Usage</title><link>https://fxai.ai/en/notes/agent-value-work-finished-metrics/</link><guid isPermaLink="true">https://fxai.ai/en/notes/agent-value-work-finished-metrics/</guid><description>Call counts and active users don&apos;t show what an AI agent delivers. Track cycle time, rework rate, tool-switching cost, and agent overlap against team baselines.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>AI Customer Service Auto-Close: Why Tickets Still Need Human Review</title><link>https://fxai.ai/en/notes/ai-cs-auto-close-vs-human-ticket-review/</link><guid isPermaLink="true">https://fxai.ai/en/notes/ai-cs-auto-close-vs-human-ticket-review/</guid><description>An AI bot marking a chat resolved does not clear the ticket. How to split auto-close from human ticket review, as China&apos;s GB/T 47746-2026 standard does.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>AI Customer Service Compliance: Who Owns What the Bot Promises?</title><link>https://fxai.ai/en/notes/ai-cs-can-reply-vs-who-owns-liability/</link><guid isPermaLink="true">https://fxai.ai/en/notes/ai-cs-can-reply-vs-who-owns-liability/</guid><description>China&apos;s GB/T 47746-2026 took effect Sept 1, 2026. AI agents may answer order questions; refunds, discounts, and compensation need human or formal sign-off.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Is OpenAI Retracing Dropbox&apos;s Path? AI Monetization Starts With Who Pays</title><link>https://fxai.ai/en/notes/ai-monetization-dropbox-lesson/</link><guid isPermaLink="true">https://fxai.ai/en/notes/ai-monetization-dropbox-lesson/</guid><description>Pricing a consumer AI app starts with who pays. Ben Thompson says OpenAI is retracing Dropbox&apos;s path, building ad tracking and enterprise products at once.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>AI Native vs. AI-Enhanced: Does Your System Still Work Without the AI?</title><link>https://fxai.ai/en/notes/ai-native-vs-ai-enhanced/</link><guid isPermaLink="true">https://fxai.ai/en/notes/ai-native-vs-ai-enhanced/</guid><description>Remove the AI from an AI-enhanced system and it still runs, only slower. Remove it from an AI Native system and nothing is left. One test to tell them apart.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>How to Set an Enterprise AI Strategy: Amazon, Apple, and Microsoft&apos;s Three Bets</title><link>https://fxai.ai/en/notes/ai-strategy-first-customer/</link><guid isPermaLink="true">https://fxai.ai/en/notes/ai-strategy-first-customer/</guid><description>Start an AI strategy by picking your role. Amazon is its own first customer, Apple owns the entry point and buys models, Microsoft builds the middle layer.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Can an Annual IT Budget Handle Usage-Based AI Pricing?</title><link>https://fxai.ai/en/notes/ai-usage-pricing-budget/</link><guid isPermaLink="true">https://fxai.ai/en/notes/ai-usage-pricing-budget/</guid><description>Microsoft 365 E7 is $99 per user per month, with agent overage billed in Copilot Credits. Usage pricing needs monthly decisions; most budgets are set yearly.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Choosing Enterprise AI Use Cases: Start With Work You Can Verify on the Spot</title><link>https://fxai.ai/en/notes/ai-verifiable-work-first/</link><guid isPermaLink="true">https://fxai.ai/en/notes/ai-verifiable-work-first/</guid><description>Code and math can be checked instantly; long-cycle work cannot. Rank enterprise AI use cases by feedback loop length. Digital ads already run a closed loop.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>AI Video Ads: Producing More vs. Passing Brand Review</title><link>https://fxai.ai/en/notes/ai-video-ads-vs-brand-review/</link><guid isPermaLink="true">https://fxai.ai/en/notes/ai-video-ads-vs-brand-review/</guid><description>Models can make dozens of AI video ads a day; fewer pass brand and platform review. China&apos;s labeling rules, Google&apos;s AI ad labels, and a pre-scale review gate.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>AI Outbound Calling vs. Human Telesales: Which Steps of a Lead List Go to Each?</title><link>https://fxai.ai/en/notes/ai-voice-outbound-vs-human-telesales/</link><guid isPermaLink="true">https://fxai.ai/en/notes/ai-voice-outbound-vs-human-telesales/</guid><description>Split one lead list by task when buying AI outbound calling. AI handles bulk reach, screening, and standard Q&amp;A. Humans handle objections, pricing, and closing.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>What Should a Legal Ledger Track for AI-Generated Ad Creatives?</title><link>https://fxai.ai/en/notes/aigc-ad-assets-vs-legal-ledger/</link><guid isPermaLink="true">https://fxai.ai/en/notes/aigc-ad-assets-vs-legal-ledger/</guid><description>China&apos;s AI content labeling rules took effect 2025-09-01. An ad legal ledger needs source, generation process, and license fields, plus who logs each one.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Company-Wide AI Training Is Done. Why Haven&apos;t Workflows Changed?</title><link>https://fxai.ai/en/notes/all-hands-ai-training-workflow-unchanged/</link><guid isPermaLink="true">https://fxai.ai/en/notes/all-hands-ai-training-workflow-unchanged/</guid><description>McKinsey&apos;s 2025 survey: 88% of organizations use AI regularly, yet most haven&apos;t embedded it in workflows. After AI training, redesign one real workflow first.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>How to Write Answer-First Content That Answer Engines Can Quote</title><link>https://fxai.ai/en/notes/answer-first-for-answer-engines/</link><guid isPermaLink="true">https://fxai.ai/en/notes/answer-first-for-answer-engines/</guid><description>Answer engines often quote the first paragraph under a question-style H2. Write the full answer in the first sentence, then the reasons and exceptions after it.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>AP Invoice Agents That Also Pay: Which Controls Can&apos;t Be Skipped?</title><link>https://fxai.ai/en/notes/ap-invoice-agent-payment-control/</link><guid isPermaLink="true">https://fxai.ai/en/notes/ap-invoice-agent-payment-control/</guid><description>An AP agent that runs from invoice matching to payment needs match records, call-back checks on bank changes, duplicate checks, limits, batch review, and recon.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>How to Write B2B Comparison Pages That AI Assistants Cite</title><link>https://fxai.ai/en/notes/b2b-comparison-page-ai-citation/</link><guid isPermaLink="true">https://fxai.ai/en/notes/b2b-comparison-page-ai-citation/</guid><description>Siege Media data on 116 B2B sites: X vs Y pages correlate most with AI referrals. Lead with a verdict, a decision-axis table, fair trade-offs, stable names.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Should You Paste a Contract into ChatGPT? Redact It First</title><link>https://fxai.ai/en/notes/chatgpt-contract-paste-vs-redact/</link><guid isPermaLink="true">https://fxai.ai/en/notes/chatgpt-contract-paste-vs-redact/</guid><description>CISA&apos;s acting director uploaded a For Official Use Only contract to public ChatGPT. Consumer plans may train on inputs. Redact names, amounts, and seals first.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>How to Get ChatGPT and Perplexity to Cite Your Website</title><link>https://fxai.ai/en/notes/chatgpt-perplexity-cite-your-site/</link><guid isPermaLink="true">https://fxai.ai/en/notes/chatgpt-perplexity-cite-your-site/</guid><description>To get cited by ChatGPT and Perplexity, allow OAI-SearchBot, PerplexityBot, and Perplexity-User, then give key pages a short answer that crawlers can extract.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>What Does It Take to Make Codex Part of Your Team&apos;s Dev Workflow?</title><link>https://fxai.ai/en/notes/codex-into-real-workflow/</link><guid isPermaLink="true">https://fxai.ai/en/notes/codex-into-real-workflow/</guid><description>Moving Codex from one engineer&apos;s side tool into a team&apos;s development process means settling four issues - task scope, verification, ownership, and lessons.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Codex Subagent Models: Keep Judgment on the Main Thread, Send Repeat Work to Cheaper Tiers</title><link>https://fxai.ai/en/notes/codex-subagent-model-tiers/</link><guid isPermaLink="true">https://fxai.ai/en/notes/codex-subagent-model-tiers/</guid><description>How to assign GPT-6.1 Sol, GPT-6 Astra, and GPT-6 Luna to Codex subagents by role, which setting wins, and which reasoning levels each model supports.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Why Coding Agent Spend Doesn&apos;t Reconcile With Company Books</title><link>https://fxai.ai/en/notes/coding-agent-spend-audit-on-gateway/</link><guid isPermaLink="true">https://fxai.ai/en/notes/coding-agent-spend-audit-on-gateway/</guid><description>Codex and Claude Code spend on personal keys won&apos;t match finance. Who reconciles, which log fields to keep, and why only gateway-issued credentials work.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Which CRM Outbound Agent Emails Need Human Approval Before Sending?</title><link>https://fxai.ai/en/notes/crm-outbound-agent-send-approval/</link><guid isPermaLink="true">https://fxai.ai/en/notes/crm-outbound-agent-send-approval/</guid><description>First touches, pricing, key accounts, and unclear context go to a human. Routine follow-ups send by rule, with checks on frequency, opt-outs, and approval logs.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Works Locally, Fails in Production? The Last Mile of Deployment</title><link>https://fxai.ai/en/notes/deploy-last-mile/</link><guid isPermaLink="true">https://fxai.ai/en/notes/deploy-last-mile/</guid><description>AI writes a site faster, but getting it live and stable still takes engineering discipline. A review of one real Cloudflare Pages launch and how we debugged it.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>How to Deploy a Website to Cloudflare Pages for Free in Four Steps</title><link>https://fxai.ai/en/notes/deploy-website-to-cloudflare/</link><guid isPermaLink="true">https://fxai.ai/en/notes/deploy-website-to-cloudflare/</guid><description>Connect a GitHub repo, set the build command, and add a custom domain to deploy a static site to Cloudflare Pages for free, with global CDN and free HTTPS.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>How Should a Small Team Design Its First AI Coding Workflow?</title><link>https://fxai.ai/en/notes/design-first-ai-dev-workflow/</link><guid isPermaLink="true">https://fxai.ai/en/notes/design-first-ai-dev-workflow/</guid><description>Move a small team from ad hoc AI use to a dev process where AI takes part in requirements, coding, testing, and review, with written rules everyone follows.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Engineering Guardrails for AI Coding: From Writing Code to Constraining It</title><link>https://fxai.ai/en/notes/engineering-guardrails-for-ai/</link><guid isPermaLink="true">https://fxai.ai/en/notes/engineering-guardrails-for-ai/</guid><description>AI coding amplifies the engineering discipline you already have. Five guardrails keep output stable - behavior oracles, types, fast tests, traces, refactors.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Why Should an Enterprise AI Pilot Start With One Department?</title><link>https://fxai.ai/en/notes/enterprise-ai-pilot-vs-accounts-for-all/</link><guid isPermaLink="true">https://fxai.ai/en/notes/enterprise-ai-pilot-vs-accounts-for-all/</guid><description>Run an enterprise AI pilot in one department on one scored workflow with written go/stop criteria. Giving every employee an AI account first is not a pilot.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Enterprise Context Engineering: Making Company Knowledge Usable by AI Agents</title><link>https://fxai.ai/en/notes/enterprise-context-engineering/</link><guid isPermaLink="true">https://fxai.ai/en/notes/enterprise-context-engineering/</guid><description>AI agents stall in production when company knowledge conflicts or goes stale. Make context reliable, executable, and auditable, one workflow at a time.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>GEO for B2B Export Websites: How to Attribute AI-Sourced Inquiries</title><link>https://fxai.ai/en/notes/export-site-geo-lead-attribution/</link><guid isPermaLink="true">https://fxai.ai/en/notes/export-site-geo-lead-attribution/</guid><description>Track AI inquiries on a B2B export site in three places: a GA4 AI channel (the floor), hidden form fields, and self-reported source. Tag WhatsApp and email too.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>From Coder to Agent Orchestrator: How AI Changes a Developer&apos;s Job</title><link>https://fxai.ai/en/notes/from-coder-to-orchestrator/</link><guid isPermaLink="true">https://fxai.ai/en/notes/from-coder-to-orchestrator/</guid><description>AI handles throughput and humans handle judgment. How developer work moves from writing code to system design, agent orchestration, guardrails, and review.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>AI Agent Memory Architecture: Markdown Is the Source of Truth, the Database Is a Disposable Cache</title><link>https://fxai.ai/en/notes/gbrain-markdown-truth-source/</link><guid isPermaLink="true">https://fxai.ai/en/notes/gbrain-markdown-truth-source/</guid><description>GBrain, Garry Tan&apos;s open-source agent memory system, keeps Markdown in Git as the only source of truth and treats its database as a rebuildable index.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Which GEO Metrics Should You Track?</title><link>https://fxai.ai/en/notes/geo-metrics-to-watch/</link><guid isPermaLink="true">https://fxai.ai/en/notes/geo-metrics-to-watch/</guid><description>Track GEO in three layers (mention rate, citation rate, recommendation quality), check GA4 and Search Console for outcomes, and sample answers repeatedly.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Graph Engineering vs Loop Engineering: Graphs Sit on Top of Loops</title><link>https://fxai.ai/en/notes/graph-engineering-is-not-loop-engineering/</link><guid isPermaLink="true">https://fxai.ai/en/notes/graph-engineering-is-not-loop-engineering/</guid><description>Graph Engineering sits one layer above Loop Engineering: a loop decides when one agent checks its work and stops; a graph decides which loop runs first.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Rolling Out Grok Bot at Work? Settle Access and Audit Settings First</title><link>https://fxai.ai/en/notes/grok-bot-enterprise-access-audit/</link><guid isPermaLink="true">https://fxai.ai/en/notes/grok-bot-enterprise-access-audit/</guid><description>Before enabling Grok Bot company-wide, decide who gets access, how approvals are enforced, and what the Audit Log and Action Recording each actually capture.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Do Grok Bots Share Files? Isolating Bots on One Cloud Computer</title><link>https://fxai.ai/en/notes/grok-bot-shared-computer-isolation/</link><guid isPermaLink="true">https://fxai.ai/en/notes/grok-bot-shared-computer-isolation/</guid><description>All Grok Bots on one Cursor account share one cloud computer, files and logins included. Each Bot&apos;s screen is a work surface, not a security boundary.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Grok Bot vs ChatGPT: A Cloud Teammate or Another Chat Window?</title><link>https://fxai.ai/en/notes/grok-bot-vs-chatgpt-cloud-teammate/</link><guid isPermaLink="true">https://fxai.ai/en/notes/grok-bot-vs-chatgpt-cloud-teammate/</guid><description>Since Aug 26, Grok Bot is in Cursor Pro, SuperGrok, and Cursor Teams. Unlike ChatGPT, it takes a task and keeps working on a cloud computer after you log off.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Brand Monitoring on X with Grok Bot: What the Daily Digest Should Say and When to Escalate</title><link>https://fxai.ai/en/notes/grok-bot-x-brand-monitoring-digest/</link><guid isPermaLink="true">https://fxai.ai/en/notes/grok-bot-x-brand-monitoring-digest/</guid><description>Hand X brand monitoring to a Bot. Each digest item gets a link, why it matters, and whether a person must decide. Write escalation rules before it starts.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>From Idea to Product: How to Design an End-to-End AI Delivery Path</title><link>https://fxai.ai/en/notes/idea-to-product-delivery/</link><guid isPermaLink="true">https://fxai.ai/en/notes/idea-to-product-delivery/</guid><description>A delivery roadmap that takes an AI idea to a working product, with acceptance criteria at every step. Baize AI designs the path; your team builds the product.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>AI Agents in IT Change Review: Which Steps Still Need a Human Sign-Off?</title><link>https://fxai.ai/en/notes/it-change-management-agent-signoff/</link><guid isPermaLink="true">https://fxai.ai/en/notes/it-change-management-agent-signoff/</guid><description>Agents can check IT change requests against configs, runbooks, and schedules. Release approval, change windows, and rollback owners still need human sign-off.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>How to Write a Useful llms.txt File</title><link>https://fxai.ai/en/notes/llms-txt-how-to-write-useful/</link><guid isPermaLink="true">https://fxai.ai/en/notes/llms-txt-how-to-write-useful/</guid><description>llms.txt is a Markdown index at your site root (llmstxt.org v2, 2026). What to list, how to order links, how it differs from robots.txt, and how to test it.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>MCP Security Risks: Which 4 Items Should You Review Before Connecting?</title><link>https://fxai.ai/en/notes/mcp-server-security-review/</link><guid isPermaLink="true">https://fxai.ai/en/notes/mcp-server-security-review/</guid><description>Third-party MCP servers let agents call code on your network. Check the accounts the servers run under, input paths, authentication, version maintenance and credential rotation.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Robot Imitation Learning: Who Still Writes the Motion Script?</title><link>https://fxai.ai/en/notes/robot-video-imitation-vs-motion-script/</link><guid isPermaLink="true">https://fxai.ai/en/notes/robot-video-imitation-vs-motion-script/</guid><description>BeyondMimic tracks human motion on a real humanoid, from cartwheels to sprints. Waypoints, joystick control, and obstacle avoidance still need human-written costs.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Fine-Tuning vs. RAG: Connect the Enterprise Knowledge Base First</title><link>https://fxai.ai/en/notes/vertical-model-finetune-vs-enterprise-kb/</link><guid isPermaLink="true">https://fxai.ai/en/notes/vertical-model-finetune-vs-enterprise-kb/</guid><description>Fine-tuning a vertical model on weekly-changing facts bakes in stale data. Connect an enterprise knowledge base (RAG) first, then fine-tune for tone and format.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>When Should a Voice Sales AI Agent Hand a Call to a Human?</title><link>https://fxai.ai/en/notes/voice-sales-agent-human-handoff/</link><guid isPermaLink="true">https://fxai.ai/en/notes/voice-sales-agent-human-handoff/</guid><description>A voice sales AI agent cannot take back what it says on a live call. Six handoff triggers, four facts to pass to the rep, and how to audit call recordings.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>What Is AEO, and How Is It Different from Search Ranking?</title><link>https://fxai.ai/en/notes/what-is-aeo-vs-search-ranking/</link><guid isPermaLink="true">https://fxai.ai/en/notes/what-is-aeo-vs-search-ranking/</guid><description>A top search ranking does not mean AI Overviews, ChatGPT, or Perplexity will cite you. AEO tracks citations in AI answers. The missing step is the answer block.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>What Is Loop Engineering? Make AI Check Its Work Before It Delivers</title><link>https://fxai.ai/en/notes/what-is-loop-engineering/</link><guid isPermaLink="true">https://fxai.ai/en/notes/what-is-loop-engineering/</guid><description>Loop Engineering makes AI check its work before it delivers: plan, execute, observe, correct, repeat. Covers the three loops and the templates they leave.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>What Does a Secure LLM API Gateway Solve?</title><link>https://fxai.ai/en/notes/what-llm-gateway-solves/</link><guid isPermaLink="true">https://fxai.ai/en/notes/what-llm-gateway-solves/</guid><description>An LLM API gateway gives all of a company&apos;s AI calls one entry point for authentication, routing, rate limiting, audit, model fallback, and cost logs.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Why Companies Shouldn&apos;t Just Buy Individual AI Accounts</title><link>https://fxai.ai/en/notes/why-not-just-buy-ai-accounts/</link><guid isPermaLink="true">https://fxai.ai/en/notes/why-not-just-buy-ai-accounts/</guid><description>When every employee buys their own AI account, nobody can see who uses which model or what data leaves. Companies need one trusted relay or gateway instead.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Zero-Click Searches Are Rising. Do You Still Need SEO?</title><link>https://fxai.ai/en/notes/zero-click-search-still-need-seo/</link><guid isPermaLink="true">https://fxai.ai/en/notes/zero-click-search-still-need-seo/</guid><description>About 68% of US Google searches ended without a click in early 2026. SEO still matters, but brand, local, and transactional KPIs should replace raw traffic.</description><pubDate>Fri, 23 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Third-Party LLM Router Security: Why Cheap Proxies Put Agent Credentials at Risk</title><link>https://fxai.ai/en/notes/third-party-llm-router-security/</link><guid isPermaLink="true">https://fxai.ai/en/notes/third-party-llm-router-security/</guid><description>A practical guide to third-party LLM router risk, malicious model output, Agent Full Access, credential theft, sandboxing, and self-managed LLM gateways.</description><pubDate>Sun, 23 Aug 2026 00:00:00 GMT</pubDate></item><item><title>What Is Grok Bot? An AI Agent Guide to Persistent Teammates</title><link>https://fxai.ai/en/notes/grok-bot-persistent-ai-teammates/</link><guid isPermaLink="true">https://fxai.ai/en/notes/grok-bot-persistent-ai-teammates/</guid><description>What is Grok Bot? Learn how xAI&apos;s persistent AI agent uses a cloud computer, real Grok Bot use cases, Skills, Routines, Group Chat, and security approvals.</description><pubDate>Sat, 22 Aug 2026 00:00:00 GMT</pubDate></item><item><title>GLM 5.3 API for Codex, DeepSeek Harness, and Oh My Pi</title><link>https://fxai.ai/en/notes/baize-open-model-api/</link><guid isPermaLink="true">https://fxai.ai/en/notes/baize-open-model-api/</guid><description>GLM 5.3 is now available on Baize API. Configure the OpenAI-compatible API for Codex, DeepSeek Harness, and Oh My Pi. New accounts receive $10 in starter credit.</description><pubDate>Wed, 19 Aug 2026 00:00:00 GMT</pubDate></item><item><title>Run Qwen3.8-27B Locally on Mac with Unsloth</title><link>https://fxai.ai/en/notes/qwen38-mac-unsloth/</link><guid isPermaLink="true">https://fxai.ai/en/notes/qwen38-mac-unsloth/</guid><description>Pick an Unsloth Dynamic GGUF from Apple Silicon unified memory, then run Qwen3.8-27B with Desktop, Studio, or llama.cpp. On 32GB Macs, use UD-Q4_K_XL (~17.9GB).</description><pubDate>Sun, 16 Aug 2026 00:00:00 GMT</pubDate></item></channel></rss>