Mehul Thakkar

Why AI agents fail without strong workflows

Why AI agents fail without strong workflows

AI agents are having a moment. They plan tasks, reason across steps, and respond like a capable assistant. Demos look smooth. Early trials feel impressive. It is easy to think that once an agent is added, the work will take care of itself.
Then reality shows up. Tasks stall. Outputs need fixing. Humans quietly step back in. The agent is still there, but the workflow is doing most of the heavy lifting.

This is not because AI agents are weak. It is because workflows decide whether they succeed or struggle.

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Power Query vs DAX: How to place logic correctly in Power BI

Power Query vs DAX: How to place logic correctly in Power BI

Many Power BI issues do not start with poor visuals or weak calculations. They start much earlier, when logic is placed in the wrong layer. Reports become slow, models turn confusing, and small changes take longer than they should. The question of whether logic should live in Power Query or DAX is not technical trivia. It directly affects performance, clarity, and long-term usability.

This blog explains how to think about that decision in a practical way.

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ChatGPT 5.2 is the most practical AI release of the year

ChatGPT 5.2 is the most practical AI release of the year

AI model launches no longer create excitement the way they once did. Updates are frequent, version numbers keep changing, and many releases feel incremental. ChatGPT 5.2 arrived quietly, and most people barely noticed. Yet this version introduces changes that matter more in real work than in demos.

This blog explains what actually changed in ChatGPT 5.2, where it performs better, and why this update is more relevant than it initially appears.

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Kimi K2 versus GPT and Claude (Honest review of China’s latest AI tool)

Kimi K2 versus GPT and Claude (Honest review of China’s latest AI tool)

Moonshot, a fast growing Chinese AI startup, recently introduced Kimi K2. It has created interest because of its long context window, natural reasoning style, and claims of competing with models like GPT 5 and Claude.

This blog gives a simple and honest review of what Kimi K2 does well, where it struggles, and what it means for users who rely on AI for real work.

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