Microsoft Agent vs Flow: Why Agent Skills for Python Ends the Mega-Prompt Era
Article summary
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Most production agents I see described in architecture reviews share the same defect: one enormous system prompt carrying every tool definition, every edge case, every domain nuance, on every single call. The model reads about tax jurisdiction rules while answering a question about shipping status. You pay for those tokens. Worse, the model's attention pays for them too. If you searched "microsoft agent vs flow" trying to figure out where Agent Skills fits, here is the short version: Skills…
1Key Takeaways
- Most production agents I see described in architecture reviews share the same defect: one enormous system prompt carrying every tool definition, every edge case, every domain nuance, on every single call.
- The model reads about tax jurisdiction rules while answering a question about shipping status.
- Worse, the model's attention pays for them too.
- If you searched "microsoft agent vs flow" trying to figure out where Agent Skills fits, here is the short version: Skills….
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — AI reports that most production agents I see described in architecture reviews share the same defect: one enormous system prompt carrying every tool definition, every edge case, every domain nuance, on every single call.
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