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12 articles in AI
01You have a process that eats hours every week, an LLM budget, and someone on the team saying “let’s build an agent.” Before anyone opens a framework, one question decides most of the architecture, cost and risk: does this job need software…
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02An AI agent that reads your ERP can give a wrong answer. An AI agent that writes to your ERP can post a wrong invoice, duplicate a vendor bill, or change a customer’s credit terms. That difference is why testing AI agents for ERP needs its…
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03OpenAI announced ChatGPT Dots on September 29, 2026, and the pitch is ambitious: an always-on agent that keeps working after you close the tab. For a Pro subscriber, that sounds useful. For an IT lead, it raises harder questions. What can a…
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04OpenAI shipped a new flagship model on 3 September 2026, and within a day the internet had produced several hundred summaries of it. This is not one of those. If you already run AI in production — an agent, a CRM sync, an automation layer —…
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05You’ve likely read two versions of this guide already. Both told you to install ccxt, plot a moving-average crossover, wire it to an exchange, and go. Neither told you what breaks. This one assumes you can write Python, have traded manually…
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06Choosing between HubSpot MCP and the HubSpot API is not an either-or technical decision. Both can connect AI systems to HubSpot, but they solve different problems. Use HubSpot MCP when an AI assistant needs to understand a user’s…
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