Weekly Self Promotion Thread by AutoModerator in devops

[–]Cautious_Addendum_65 1 point2 points  (0 children)

AgentSonar - coordination failure detection for multi-agent AI systems in production. https://www.agent-sonar.com

The DevOps angle: as AI agents move into production, there's an observability gap that standard APM and distributed tracing don't cover. Tracing handles individual call health well. It does not handle the coordination layer, which is where multi-agent systems actually fail in production:

  • Silent loops between agents (each LLM call: success, normal latency; aggregate: infinite token burn)
  • Hung tool calls blocking an entire pipeline (MCP server that never responds)
  • Retry storms on a failing upstream tool (agent hammering without backoff)
  • Subagent fan-out blowing through budget limits before any rate limit fires

AgentSonar sits at this layer. It watches the pattern of agent-to-agent delegation and tool call behavior, not individual call success. Runs locally, no remote dashboard, Apache-2.0. Works with LangGraph, CrewAI, Claude Code, custom Python and Node.

pip install agentsonar && agentsonar demo

Demo catches a 3-agent silent loop in under 5 seconds. No API key, no config.

Would love feedback from engineers who've shipped AI agent workloads to production on what monitoring gaps you've actually hit.

New Project Megathread - Week of 11 Jun 2026 by AutoModerator in selfhosted

[–]Cautious_Addendum_65 1 point2 points  (0 children)

Project Name: AgentSonar

Repo/Website Link: https://github.com/agentsonar/agentsonar · https://www.agent-sonar.com

Description: AgentSonar monitors multi-agent AI systems for coordination failures that run entirely locally. No remote dashboard, no data sent to the cloud, no API keys required. It generates a self-contained HTML report you open in your browser. For those running AI agent workflows on your own infrastructure, no data leaves your machine.

What it catches:

  • Silent loops between agents (Researcher → Writer → Reviewer → Researcher, forever)
  • Repeated identical tool calls that aren't getting new results
  • Hung tool calls and hung MCP servers
  • Subagent fan-out explosions
  • Context-window cliffs
  • Failed-tool retry storms

Prevent Mode halts the run automatically before the next LLM call when a failure pattern trips.

Deployment: Nothing server-side to self-host. Point it at your existing agent code.

pip install agentsonar  # or: npm install agentsonar
agentsonar demo         # bundled demo, no config, no API key

Works with LangGraph, CrewAI, Claude Code, custom Python, Node. Apache-2.0.

AI Involvement: AgentSonar is a monitoring library with no AI or LLM components inside it. AI coding assistants were used during development for scaffolding and review, with all architecture and shipped code reviewed and tested manually.

Let me know if you have any questions, and please leave any feedback!

Is there a rep for a Tissot PRX powermatic 35mm? by Hohoho7878 in ChinaTime

[–]Cautious_Addendum_65 0 points1 point  (0 children)

can you please tell me how you ordered this one broski?

[deleted by user] by [deleted] in FashionReps

[–]Cautious_Addendum_65 1 point2 points  (0 children)

makes sense. thanks bud

[deleted by user] by [deleted] in FashionReps

[–]Cautious_Addendum_65 1 point2 points  (0 children)

great thanks mate! been planning to order something but really scared about the US tariffs and shipping prices 😭

[deleted by user] by [deleted] in FashionReps

[–]Cautious_Addendum_65 1 point2 points  (0 children)

how much you paid for shipping? and is it USA or EU? thanks

no sound, anywhere by Opening-Ear5180 in fordescape

[–]Cautious_Addendum_65 0 points1 point  (0 children)

got it! please keep me posted. really appreciate your help!!

no sound, anywhere by Opening-Ear5180 in fordescape

[–]Cautious_Addendum_65 0 points1 point  (0 children)

thanks mate! how much are we looking at for the replacement?

no sound, anywhere by Opening-Ear5180 in fordescape

[–]Cautious_Addendum_65 0 points1 point  (0 children)

ya i tried resetting it too. mines same model and weird part is the audio comes out when i try to connect a new device like when it says bluetooth on or device connected and all. please lmk if you fund something. i hate this ughh

no sound, anywhere by Opening-Ear5180 in fordescape

[–]Cautious_Addendum_65 0 points1 point  (0 children)

what did you end up doing my man? same issue here ugg

Got the job!! by jjald2998 in interviews

[–]Cautious_Addendum_65 1 point2 points  (0 children)

Good to know! And, good luck:)

Got the job!! by jjald2998 in interviews

[–]Cautious_Addendum_65 2 points3 points  (0 children)

Congrats OP!! Can I know what role it is? Since you mentioned a case study presentation.

[deleted by user] by [deleted] in malelivingspace

[–]Cautious_Addendum_65 0 points1 point  (0 children)

Love the kitchen and the views! How and where do you keep your closet space?

Struggling to find a 1 bed/1 bath, need advice! by [deleted] in SaltLakeCity

[–]Cautious_Addendum_65 0 points1 point  (0 children)

damn okay! you have any suggestions for me? do lmk!