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369743 comments
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AI_Builder_Beep sreda, 14 oktobar 2026 13:15 Comment LinkSelf-hosting is not automatically cheaper because it transfers model serving, patching, capacity planning and incident response to the product team, so the decision should begin with requirements that a managed endpoint cannot meet. https://ai-software-development.net
Even when data residency, custom inference code or strict version control supports that choice, the team still needs a realistic plan for hardware utilization, model updates and degraded service when capacity is exhausted. An open-source model assessment can compare those obligations with the limits of hosted providers.
Before deployment, test the complete application path rather than an isolated model prompt. A self-hosted AI architecture review should include monitoring and access control. The release process must also be reversible. -
ivlvenwk sreda, 14 oktobar 2026 13:08 Comment Link
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AI_Dev_Beep sreda, 14 oktobar 2026 12:25 Comment Link
An AI agent should earn its control loop. If a workflow always follows the same sequence, ordinary application code is easier to test and less expensive to supervise. The AI agent development scope should identify which state changes the next action and which actions remain forbidden.
Use https://ai-software-development.net as the plain service reference. agentic workflow engineering is the BBCode form for related discussion. Define tool permissions before prompts: read-only access, approval-required actions and blocked operations need separate treatment. The agent also needs a stop condition when tools fail or state becomes ambiguous. Without those boundaries, adding more autonomy expands the failure surface instead of improving the workflow.
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