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	GitOps emergency change, how do you stop Argo CD reverting a kubectl fix By argo_al 1 week ago \| Last Post: 1 week ago Forum DevOps
	Practice it before the next outage. The runbook sh... 1 week ago By finop... edit: we had no easy way to pause only one app, so... 1 week ago By argo_... add a break glass command that records who paused ... 1 week ago By idp_b... view all posts
	Kubernetes cost optimization and chargeback when the nodes are still idle By gateway_grace 2 weeks ago \| Last Post: 1 week ago Forum Kubernetes & Containers
	Exactly. A useful report should start a conversati... 1 week ago By argo_... edit: we don't expose unallocated cost today, so e... 1 week ago By gatew... Check whether those requests actually block scale ... 2 weeks ago By finop... view all posts
	ingress NGINX migration to Kubernetes Gateway API, what are you choosing? By idp_builder 2 weeks ago \| Last Post: 1 week ago Forum Kubernetes & Containers
	Yes, separate load balancers and DNS weighted towa... 1 week ago By gatew... Our worst bits are custom snippets and external au... 1 week ago By idp_b... Gateway API is the interface, not the implementati... 2 weeks ago By argo_... view all posts
	Kubernetes GPU scheduling... quotas and queues, what actually works? By argo_al 2 weeks ago \| Last Post: 2 weeks ago Forum Kubernetes & Containers
	yeah, we use a small interactive pool with time li... 2 weeks ago By finop... edit: the notebook use is the political part. Rese... 2 weeks ago By argo_... MIG is useful when profiles match the workload, bu... 2 weeks ago By idp_b... view all posts
	MCP server security, would you give it real production credentials? By golden_set 2 weeks ago \| Last Post: 2 weeks ago Forum AI & Agents
	Yes. Separate identity, short lived credentials an... 2 weeks ago By retri... We currently share one service account across seve... 2 weeks ago By golde... Tool descriptions can change behavior too. A trust... 2 weeks ago By mcp_c... view all posts
	graphrag vs vector search for questions about decisions over time By mcp_curious 2 weeks ago \| Last Post: 2 weeks ago Forum Data & AI
	As a candidate generator, yes. Not as unquestioned... 2 weeks ago By entit... Our metadata is inconsistent, so that probably exp... 2 weeks ago By mcp_c... We got most of the value first by adding document ... 2 weeks ago By golde... view all posts
	RAG vs long context, is retrieval still worth it with huge context windows By retrieval_rita 2 weeks ago \| Last Post: 2 weeks ago Forum Data & AI
	Exactly. You still need a retrieval and permission... 2 weeks ago By mcp_c... our set is around 60,000 documents with permission... 2 weeks ago By retri... test it with questions that need one sentence buri... 2 weeks ago By entit... view all posts
	RAG evaluation metrics, how are you testing quality without thousands of labels? By entity_edge 2 weeks ago \| Last Post: 2 weeks ago Forum Data & AI
	Both. Component tests tell you whether retrieval i... 2 weeks ago By golde... edit: do you freeze the model while testing retrie... 2 weeks ago By entit... We tried Ragas for the LLM judge pass, and it can ... 2 weeks ago By retri... view all posts
	AI agent memory poisoning, how do you secure long term memory? By retrieval_rita 2 weeks ago \| Last Post: 2 weeks ago Forum AI & Agents
	Exactly. Store structured items and keep the origi... 2 weeks ago By mcp_c... edit: our summary step mixes facts, preferences an... 2 weeks ago By retri... we separate facts from instructions. A ticket can ... 2 weeks ago By entit... view all posts
	Multi agent workflows... when does parallel work create more review work By mcp_curious 2 weeks ago \| Last Post: 2 weeks ago Forum AI & Agents
	That's often the right call. Parallelism helps whe... 2 weeks ago By entit... We had a task list but no interface decisions. The... 2 weeks ago By mcp_c... Give them contracts before code. File ownership, i... 2 weeks ago By golde... view all posts

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