# \#agents **URL:** https://community.deeplearning.ai/tag/agents/178.md [Latest](https://community.deeplearning.ai/latest.md) · [Categories](https://community.deeplearning.ai/categories.md) · [Tags](https://community.deeplearning.ai/tags.md) --- ## [Endorsement request for arXiv cs.AI — HindsightTag paper on retroactive LLM agent memory](https://community.deeplearning.ai/t/endorsement-request-for-arxiv-cs-ai-hindsighttag-paper-on-retroactive-llm-agent-memory/895053)
**Author:** [@vivek\_dudhat1](https://community.deeplearning.ai/u/vivek_dudhat1)\ **Replies:** 0\ **Last updated:** [September 10, 2026, 9:24pm UTC](https://community.deeplearning.ai/t/endorsement-request-for-arxiv-cs-ai-hindsighttag-paper-on-retroactive-llm-agent-memory/895053 "2026-09-10T21:24:50Z")
Hi all — I’m Vivek, an independent researcher submitting my first paper to arXiv (cs.AI) and need one endorsement to get through arXiv’s first-time-submitter gate. Paper: HindsightTag: A Synaptic Tagging-and-Capture Fra… --- ## [Best AI Code Reviewer for Fully Automated PR Merging?](https://community.deeplearning.ai/t/best-ai-code-reviewer-for-fully-automated-pr-merging/895051)
**Author:** [@Thomas\_Evangelidis](https://community.deeplearning.ai/u/Thomas_Evangelidis)\ **Replies:** 0\ **Last updated:** [September 10, 2026, 7:54pm UTC](https://community.deeplearning.ai/t/best-ai-code-reviewer-for-fully-automated-pr-merging/895051 "2026-09-10T19:54:40Z")
Greetings, I maintain a public MIT GitHub project and want fully automated PR review + merge with no human in the loop. I already use a custom Kimi K3 reviewer (to which I have free access), and also have free access t… --- ## [✨ New Course! Enroll in Building Adaptive AI Agents](https://community.deeplearning.ai/t/new-course-enroll-in-building-adaptive-ai-agents/894827)
**Author:** [@Community-Team](https://community.deeplearning.ai/u/Community-Team)\ **Replies:** 0\ **Last updated:** [August 26, 2026, 3:38pm UTC](https://community.deeplearning.ai/t/new-course-enroll-in-building-adaptive-ai-agents/894827 "2026-08-26T15:38:40Z")
--- ## [Actually Saving Tokens instead of just budgeting](https://community.deeplearning.ai/t/actually-saving-tokens-instead-of-just-budgeting/893271)
**Author:** [@TDKS](https://community.deeplearning.ai/u/TDKS)\ **Replies:** 0\ **Last updated:** [July 5, 2026, 1:14am UTC](https://community.deeplearning.ai/t/actually-saving-tokens-instead-of-just-budgeting/893271 "2026-07-05T01:14:24Z")
The biggest hidden cost of AI Agents? Redundant tool calls. While running, agents repeatedly fetch the exact same context over and over. 𝗬𝗼𝘂 𝗮𝗿𝗲 𝗽𝗮𝘆𝗶𝗻𝗴 𝗳𝗼𝗿 𝘁𝗼𝗸𝗲𝗻𝘀 𝘆𝗼𝘂’𝘃𝗲 𝗮𝗹𝗿𝗲𝗮𝗱𝘆 𝗯𝗼𝘂𝗴𝗵𝘁. You have more ways to keep toke… --- ## [✨ New course! Enroll in Evaluating AI Agents](https://community.deeplearning.ai/t/new-course-enroll-in-evaluating-ai-agents/773080)
**Author:** [@Community-Team](https://community.deeplearning.ai/u/Community-Team)\ **Replies:** 8\ **Last updated:** [June 1, 2026, 1:37pm UTC](https://community.deeplearning.ai/t/new-course-enroll-in-evaluating-ai-agents/773080 "2026-06-01T13:37:22Z")
:arrow\_forward: Enroll Now! Learn how to systematically assess and improve your AI agent’s performance in Evaluating AI Agents, a short course built in partnership with Arize AI and taught by John Gilhuly, Head of De… --- ## [A2a Orchestrator agent fails with Aws Bedrock](https://community.deeplearning.ai/t/a2a-orchestrator-agent-fails-with-aws-bedrock/891856)
**Author:** [@RPA\_Vanguard\_LLC](https://community.deeplearning.ai/u/RPA_Vanguard_LLC)\ **Replies:** 1\ **Last updated:** [May 5, 2026, 12:03am UTC](https://community.deeplearning.ai/t/a2a-orchestrator-agent-fails-with-aws-bedrock/891856 "2026-05-05T00:03:23Z")
Hello, This is my first post on this forum, but I’m not new DLAI and I have lost count of the courses I’ve taken. Thank you! The A2A Protocol short course is clearly a winner in my book! The instructors are wonderful a… --- ## [Transitioning to Agentic AI Freelancing: Seeking Strategic Roadmap for Summer 2026](https://community.deeplearning.ai/t/transitioning-to-agentic-ai-freelancing-seeking-strategic-roadmap-for-summer-2026/891678)
**Author:** [@Muhammad\_Ibrahim9](https://community.deeplearning.ai/u/Muhammad_Ibrahim9)\ **Replies:** 4\ **Last updated:** [April 21, 2026, 10:42am UTC](https://community.deeplearning.ai/t/transitioning-to-agentic-ai-freelancing-seeking-strategic-roadmap-for-summer-2026/891678 "2026-04-21T10:42:26Z")
I am currently a 2nd-semester AI student looking to utilize my upcoming summer break to specialize in Agentic AI and begin freelancing. I have access to a Coursera/HEC subscription starting May 1st, but I am looking for … --- ## [CognivAgent: Reference implementation of an AI Agent using Claude Agent SDK](https://community.deeplearning.ai/t/cognivagent-reference-implementation-of-an-ai-agent-using-claude-agent-sdk/890812)
**Author:** [@costico](https://community.deeplearning.ai/u/costico)\ **Replies:** 0\ **Last updated:** [March 25, 2026, 4:24am UTC](https://community.deeplearning.ai/t/cognivagent-reference-implementation-of-an-ai-agent-using-claude-agent-sdk/890812 "2026-03-25T04:24:33Z")
TL;DR Transform videos into searchable knowledge graphs using Agentic AI workflows: CognivAgent - GitHub repository 𝗖𝗼𝗴𝗻𝗶𝘃𝗔𝗴𝗲𝗻𝘁 is an AI agent that transforms videos into searchable knowledge graphs. It combines varie… --- ## [Pie & AI - Milan: AI Multi-Agentic Workflow for Fashion Retail](https://community.deeplearning.ai/t/pie-ai-milan-ai-multi-agentic-workflow-for-fashion-retail/883568)
**Author:** [@Paolo\_Alessandroni](https://community.deeplearning.ai/u/Paolo_Alessandroni)\ **Replies:** 2\ **Last updated:** [March 18, 2026, 1:02pm UTC](https://community.deeplearning.ai/t/pie-ai-milan-ai-multi-agentic-workflow-for-fashion-retail/883568 "2026-03-18T13:02:53Z")
Title: Pie & AI - Milan: AI Multi-Agentic Workflow for Fashion Retail Date: February 4, 2026 Time: 18:30 – 19:30 Ambassador: Paolo Alessandroni – Event Ambassador, DeepLearning.AI (Milan) Overview: Join us for an en… --- ## [✨ New course! Enroll in Design, Develop, and Deploy Multi-Agent Systems with CrewAI](https://community.deeplearning.ai/t/new-course-enroll-in-design-develop-and-deploy-multi-agent-systems-with-crewai/883172)
**Author:** [@Community-Team](https://community.deeplearning.ai/u/Community-Team)\ **Replies:** 5\ **Last updated:** [March 9, 2026, 1:57pm UTC](https://community.deeplearning.ai/t/new-course-enroll-in-design-develop-and-deploy-multi-agent-systems-with-crewai/883172 "2026-03-09T13:57:47Z")
:arrow\_forward: Enroll Now! IN COLLABORATION WITH CrewAI Learn how to build multi-agent systems that automate complex, end-to-end workflows. You’ll create intelligent agent teams that plan, reason, and … --- ## [AI-Agents study group](https://community.deeplearning.ai/t/ai-agents-study-group/757059)
**Author:** [@arosacastillo](https://community.deeplearning.ai/u/arosacastillo)\ **Replies:** 25\ **Last updated:** [January 21, 2026, 9:36am UTC](https://community.deeplearning.ai/t/ai-agents-study-group/757059 "2026-01-21T09:36:08Z")
Hi everyone, new year and new project, After the success of last year project about LLM Exploits, this year we come with a new topic “AI-Agents”. I created a study group about ai-agents. Feel free to join, no previous k… --- ## [The missing layer for Agents: Identity](https://community.deeplearning.ai/t/the-missing-layer-for-agents-identity/886729)
**Author:** [@bizantz](https://community.deeplearning.ai/u/bizantz)\ **Replies:** 1\ **Last updated:** [January 14, 2026, 5:45am UTC](https://community.deeplearning.ai/t/the-missing-layer-for-agents-identity/886729 "2026-01-14T05:45:53Z")
As autonomous agents begin to transact, negotiate, and operate across platforms, the absence of a universal, verifiable identity and lifecycle system creates fragmentation, trust gaps, and brittle integrations. The conce… --- ## [How do Claude Skills work under the hood?](https://community.deeplearning.ai/t/how-do-claude-skills-work-under-the-hood/882792)
**Author:** [@yusuf-eren](https://community.deeplearning.ai/u/yusuf-eren)\ **Replies:** 6\ **Last updated:** [December 25, 2025, 1:51am UTC](https://community.deeplearning.ai/t/how-do-claude-skills-work-under-the-hood/882792 "2025-12-25T01:51:17Z")
Hi everyone. I’m curios about the implementation of the Claude Skills. Specifically, how the system retrieves and activates the right skill at the right time. Does anyone have insight into how that mechanism works under… --- ## [Error while imorting the packages](https://community.deeplearning.ai/t/error-while-imorting-the-packages/882210)
**Author:** [@Shalini.agrawal](https://community.deeplearning.ai/u/Shalini.agrawal)\ **Replies:** 2\ **Last updated:** [October 27, 2025, 12:38am UTC](https://community.deeplearning.ai/t/error-while-imorting-the-packages/882210 "2025-10-27T00:38:34Z")
Selection deleted import re import json import utils --------------------------------------------------------------------------- OpenAIError Traceback (most recent call last) Cell In\[2\],… --- ## [M2\_UGL\_1 exercise: How does utils.get\_respond() look like](https://community.deeplearning.ai/t/m2-ugl-1-exercise-how-does-utils-get-respond-look-like/881423)
**Author:** [@Sugan](https://community.deeplearning.ai/u/Sugan)\ **Replies:** 2\ **Last updated:** [October 14, 2025, 6:19pm UTC](https://community.deeplearning.ai/t/m2-ugl-1-exercise-how-does-utils-get-respond-look-like/881423 "2025-10-14T18:19:11Z")
Hi How does the utils.get\_response() function looks like ? Love to learn how it would usually look like ? --- ## [Question about the feasibility of RL for a small team & framework recommendations](https://community.deeplearning.ai/t/question-about-the-feasibility-of-rl-for-a-small-team-framework-recommendations/879360)
**Author:** [@zhucebox](https://community.deeplearning.ai/u/zhucebox)\ **Replies:** 0\ **Last updated:** [September 15, 2025, 10:15am UTC](https://community.deeplearning.ai/t/question-about-the-feasibility-of-rl-for-a-small-team-framework-recommendations/879360 "2025-09-15T10:15:03Z")
Hi everyone, I’d love to get your thoughts on a question I have about agents and Reinforcement Learning. I’ve read in several articles that Reinforcement Learning (RL) is often the most effective way to improve Agent’s… --- ## [The working of multiple Agents as described in the video is ambiguous](https://community.deeplearning.ai/t/the-working-of-multiple-agents-as-described-in-the-video-is-ambiguous/804201)
**Author:** [@yagneshicp](https://community.deeplearning.ai/u/yagneshicp)\ **Replies:** 0\ **Last updated:** [April 22, 2025, 10:23am UTC](https://community.deeplearning.ai/t/the-working-of-multiple-agents-as-described-in-the-video-is-ambiguous/804201 "2025-04-22T10:23:35Z")
In the video (multi-agent-customer-support-automation-(code)), the understanding seems a bit weird to me as to how back and fourth the interactions happen between Senior Support Representative and Senior QA analyst agent…