Harikesh Singh @harikesh_devops
DevOps & MLOps Engineer | Sharing practical AI + cloud insights | Building in public | Sports & Fitness | Spiritual India Joined December 2025-
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Good AI agents know when to stop and ask for help. Repeated failures, risky actions, ambiguity, or sensitive permissions should trigger human review.True autonomy isn't doing everything alone. It's knowing when not to act.
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One underrated principle in AI agent design: Make progress observable. Track tool calls, retries, execution time, token usage, and task state. Without visibility, debugging becomes guesswork. If you can't trace what your agent did, you can't reliably operate it.
@poteto In era of people looking for engaging post this is actually a rare dare someone can show on social media platforms.
Rights edges logging should be considered critical skills ! It saves tons of time during production failure.
A 503 may recover. A 403 needs different action. Blind retries add latency, cost, and load. Reliable agents classify errors, retry transient failures, and fail fast when retries won't help.
Has anyone used OpenClaw...how does it perform ?
@RajeshwariRW may be because of freebies ?
@IndianTechGuide In this fast changing AI era rightly said some backup is definately needed.
@arpit_bhayani Exactly! For me, it only feels like meaningful work when I’m fully immersed in it and know that what I’m doing will deliver real value to my customer or client.
You wouldn't give a production service unlimited resources. Why give AI agents unlimited tool calls and execution time? Set budgets. Monitor usage. Stop runaway workflows. Agent budgets protect reliability, not just cost.
@steipete In real sense vibe coding term feels like you don't know anything about software just ABC person is delivering software.
AI agents don't rely on Bash alone.They use shell commands, APIs, file tools, browsers, and specialized integrations to get things done. Bash is just one tool in the agent's toolbox.
@rishilautomate @X Hi, let's connect.
@olegplugaru_iq @X Hi, let's connect
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@digivatedx @X Hey, connected back
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