Thankfully Google has some basic protection for it. I accidentally commited my google api token, as part of some OTEL trace JSON file, and within a few minutes my key was automatically locked by google, and marked as leaked (with exact link pointing where it has happened).
Readit NewsLeonidBugaev commented on Stolen Gemini API key racks up $82,000 in 48 hours llmhorrors.com/all/gemini... · Posted by u/salkahfi
LeonidBugaev commented on "Token anxiety", a slot machine by any other name jkap.io/token-anxiety-or-... · Posted by u/presbyterian
I know I'm running a bit late to the party here, but maybe someone can provide some color that I (on the slightly older end of the spectrum when it comes to this) don't fully understand.
When people talk about leaving their agents to run overnight, what are those agents actually doing? The limited utility I've had using agent-supported software development requires a significant amount of hand holding, maybe because I'm in an industry with limited externally available examples to build am model off of (though all of the specifications are public, I've yet to see an agent build an appropriate implementation).
So it's much more transactional...I ask, it does something (usually within seconds), I correct, it iterates again...
What sort of tasks are people putting these agents to? How are people running 'multiple' of these agents? What am I missing here?
I had a few useful examples of this. In order to make it work you need to define your quality gates, and rather complex spec. I personally use https://github.com/probelabs/visor for creating the gates. It can be a code-review gate, or how well implementation align with the spec and etc. And basically it makes agent loop until it pass it. One of the tips, especially when using Claude Code, is explictly ask to create a "tasks", and also use subagents. For example I want to validate and re-structure all my documentation - I would ask it to create a task to research state of my docs, then after create a task per specific detail, then create a task to re-validate quality after it has finished task. You can also play around with the gates with a more simple tooling, for example https://probelabs.com/vow/
Hope it helps!
LeonidBugaev commented on Mermaid ASCII: Render Mermaid diagrams in your terminal github.com/lukilabs/beaut... · Posted by u/mellosouls
Nice one! I had my own spin on this issue as well, but from the other angle https://github.com/probelabs/maid
Getting AI to generate valid mermaid diagrams on scale extremely hard. With maid i'm hitting 100% accuracy.
Maid is basically built from scratch mermaid parser, without any dependnecies, which knows how to auto-fix common AI slop diagramming issues.
LeonidBugaev commented on Show HN: A MCP server and client implementing the latest spec github.com/hemanth/paws-o... · Posted by u/init0
It does not implement the Auth :)
(mcp auth is terrible btw)
I spend hours everyday researching AI products. Why am I only hearing about plandex now? Looks very promising, I’ll give it a try.
Please up your marketing game, the product looks solid!
You should check https://probeai.dev/ too. Thats one of those building blocks which makes AI trully understand the code.
LeonidBugaev commented on The Agent2Agent Protocol (A2A) developers.googleblog.com... · Posted by u/meetpateltech
To put it simple:
A2A is for communication between the agents. MCP is how agent communicate with its tools.
Important aspect of A2A, is that it has a notion of tasks, task rediness, and etc. E.g. you can give it a task and expect completely in few days, and get notified via webhook or polling it.
For the end users for sure A2A will cause a big confusing, and can replace a lot of current MCP usage.
LeonidBugaev commented on Show HN: Chat with any GitHub repository via MCP github.com/buger/docs-mcp... · Posted by u/LeonidBugaev
Hello HN!
I'm building Probe https://probeai.dev/ for a while now, and this this docs-mcp project is showcase of its capable. Giving you a local semantic search over any codebase or docs without indexing.
Feel free to ask any questions!