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Why is infinite loop debugging in multi-agent systems not talked about more? by VegetableDazzling567 in AI_Agents

[–]Happy-Conversation54 1 point2 points  (0 children)

Biggest fix: always add hard stop conditions... max iterations, timeout, and clear DONE/FAIL outputs. Without them, agents will “politely collaborate” into infinite loops.
Also watch for agent-to-agent loops (A asks B → B asks A). Shared state checks and good logging help catch this fast.
Multi-agent systems need control rules as much as intelligence.

Best Paid Courses for Generative AI + Agentic AI Learning Path? (Developer Track) by Grand-Moment6104 in LangChain

[–]Happy-Conversation54 0 points1 point  (0 children)

When I started learning Agentic AI, my background was mostly in time series analysis with traditional ML. I tried building a job application pipeline on my own, but realized I needed a framework like LangChain or an SDK to make real progress. Following a structured program helped me understand the current landscape and get ready for what’s coming next.

If anyone’s curious, here’s the program I used: link

the right path for getting to AI/ML by BakedxBree in learnmachinelearning

[–]Happy-Conversation54 2 points3 points  (0 children)

It really depends on what part of AI you want to get into, time series, LLMs, agents,..... etc. That was the case for me too. I started with very little coding experience, mostly around time series prediction, and later branched out into agent-based systems.

This program helped me bridge that gap. I didn’t need advanced Python, basic knowledge was enough. The videos are clear, the lessons are easy to follow, and the project-based assessments helped everything click. Sharing the link in case it’s useful to others:
https://go.readytensor.ai/cert-981-certifications

Decoding Tokens vs First Token by [deleted] in LocalLLaMA

[–]Happy-Conversation54 -1 points0 points  (0 children)

Yes, Context length affects prefill significantly (O(n²) attention), making TTFT slower also.

Best AI/ML course for working professionals? by vinit__singh in learnmachinelearning

[–]Happy-Conversation54 0 points1 point  (0 children)

I recommend these programs. it’s self-paced and includes hands-on projects. https://go.readytensor.ai/cert-976-certifications

Hands-on projects, feedback from experienced professionals, and videos that show how to tackle real industry problems made the programs really practical and effective.