Worked technical guide
Build an explicit approval boundary before an agent tool runs
Explore →SARAVANA KUMAR · TECHNICAL KNOWLEDGE
Design AI workflows with useful tools, explicit permissions and measurable reliability. Learn with Saravana Kumar, technical trainer since 2014. Online across Tamil Nadu; discuss Chennai sessions by enquiry.
Basic programming and API concepts are useful. Learn how a deterministic workflow behaves before adding model-driven choices.
A document-assistance workflow that retrieves evidence, validates proposed actions and stops for approval before side effects.
This is a proposed learning exercise, not a claim about a client project or student result.
Build an explicit approval boundary before an agent tool runs
Explore →Use symptoms, diagnosis steps and a bounded fix.
Explore →20 concise answers with illustrative scenarios.
Explore →20 answers focused on tradeoffs, recovery and design.
Explore →My technical training journey began in 2014 alongside my professional IT career. My professional background includes 15 years across HCL and Wipro. Subjects taught have evolved over time.
Online mentoring is available to learners across Tamil Nadu. Chennai session arrangements, availability, venue, syllabus, duration and fees are confirmed during enquiry. No permanent training centre address is listed.
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