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Your Name — yourwebsite.com
AI Search & SEO researcher. Publishing research on LLM visibility, AI-powered search engines, and discoverability.
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-21T03:19:14.570Z. Cached copy · Source on tkxel.com
# Your Name — yourwebsite.com
> AI Search & SEO researcher. Publishing research on LLM visibility, AI-powered search engines, and discoverability.
## Links
- Website: tkxel.com
## Articles
- [What Is an AI Agent Harness? A 2026 Masterclass on Context and Long-Running Agents](https://tkxel.com/blog/what-is-an-ai-agent-harness-2026-masterclass/): Most AI agents fail not because of the model but because of the harness around it, the layer that manages context, tool access, evaluation, token budgets and human review. This masterclass walks through the six components of a reliable harness, compares frameworks like the Claude Agent SDK, LangGraph and the OpenAI Agents SDK, and shares […]
- [AI Agents Explained: What They Are, How They Work and Where Businesses Use Them](https://tkxel.com/blog/ai-agents-explained-definitions-types-and-use-cases/): AI agents go beyond chatbots by planning tasks, calling business tools and acting on results with limited human input, yet many teams buy the wrong tool because they cannot tell the difference. This guide defines AI agents, compares them with chatbots and RPA, explains how the agent loop works, and walks through practical use cases, […]
- [AI Agent Governance: Building Safe Testing Environments That Protect Production Data](https://tkxel.com/blog/ai-agent-governance-testing-pipeline/): Deploying AI agents straight into live systems is a gamble most businesses cannot afford, yet many still treat agent testing like routine software QA. This article lays out a five-stage pipeline that moves agents from isolated sandboxes with synthetic data through read-only production mirrors, shadow mode, and canary releases before monitored autonomy, along with a […]
- [AI Automation Consultant for Month-End Close: How to Choose the Right Partner](https://tkxel.com/blog/choose-ai-automation-consultant-boutique-vs-si/): While 87% of CFOs say AI is critical to finance operations, only 63% have actually deployed it—a 24-point gap that reveals the real challenge: choosing the right implementation partner. This guide cuts through the consultant selection maze with a five-criterion evaluation framework and cost comparison of boutique AI firms, large systems integrators, and in-house builds, […]
- [AI in Automation vs Traditional Automation in Month-End Close](https://tkxel.com/blog/ai-in-automation-vs-rpa-finance-close-framework/): Your RPA bots have been automating month-end close for years, yet reconciliations and exception handling still consume your team’s time because traditional automation executes rules while AI interprets judgment. This article separates automation from AI using a rule-versus-judgment framework you can apply directly to your close checklist, revealing which tasks truly need agentic AI and […]
- [AI Readiness in PE Portfolios: Why Pilots Rarely Reach the P&L](https://tkxel.com/blog/ai-readiness-in-pe-portfolios-4-pillar-framework/): Most PE portfolio companie
…
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