Problemsby GlyphCloud bills are surprising and hard to attribute
6 posts from 6 people6d activeFading, +0 this week
Posts per day
The posts behind it
Microsoft Fabric Is Both Better and Worse Than It Was 30 Days Ago. Impressively.
...Databricks, SQL Server, and data engineering more broadly, I find this particularly frustrating. Fabric is being positioned as a major component of Microsoft's data platform strategy, yet many of its operational capabilities still fall short of what I expect from production...
...exponentially.. 🤖 RPA vs. AI: Replacing bots is financial suicide.. 🔒 Privacy: The nightmare of Cloud Vision APIs.. ⚡ Bare Metal: Why self-hosted GPUs are the fix.. https://www. servermo.com/blogs/hidden-cost -ai-agents/ . # FinOps # AIAgents # SRE # DevOps # ServerMO .
bug: Transparency: paid subscribers should be able to see which model is actually serving their requests
...the model powering responses is not visible anywhere in the product UI. Users have no way to know - before or during use - which model is actually serving their requests. The only way to find out is to explicitly ask the assistant in a conversation. I understand that third-party...
Copilot Chat OTel: emit github.copilot.auto_mode on chat/invoke_agent spans when Auto model selection is used
## Feature request Please add an OTel attribute to Copilot Chat's `chat` (and `invoke_agent`) spans that says whether the model was picked by **Auto** model selection. Using the canonical `github.copilot.*` namespace: - `github.copilot.auto_mode` (boolean): `true` when the...
We built visibility into AI spend (inference, GPU infra, and license seats), sharing what we learned
...per call spend on models (OpenAI, Anthropic, Bedrock), which scales with usage and is hard to forecast . Infrastructure: rented GPU compute for training or running models, where idle capacity is a big source of waste . Licenses: per seat AI tool subscriptions (Copilot, Cursor,...
Companies and products named
About this problem
Evidence
6 posts from 6 people in 6 places, about 1 a week over 35 days. Mostly on r/mlops, mistralai/mistral-vibe, microsoft/vscode. Tools named alongside: GitHub Copilot, Anthropic, ChatGPT, Cursor.
Frustration Frustration 1 of 3· Seen on Reddit, GitHub issues, Mastodon, Hacker News
How it was grouped
Posts that state a pain and match the "cloud-bill" rule. First post Sep 17, 2026, latest Oct 21, 2026. Corroborated: 3 or more posts from 2 or more people or places. Method
The same problem elsewhere
Google Cloud bills are surprising and hard to attribute
10 posts from 10 people on Reddit, Community forums.
AWS bills are surprising and hard to attribute
5 posts from 5 people on Reddit.
Microsoft Azure bills are surprising and hard to attribute
4 posts from 4 people on Reddit, GitHub issues.
Vertex AI bills are surprising and hard to attribute
2 posts from 2 people on Reddit. Unverified.
History