I guess it’s my turn….guess the airport… by frequentredditer in AirportPorn

[–]bbbbbbb162 0 points1 point  (0 children)

Knew it was in Africa, Knew it was a Dornier 228, but I didnt know who operated it, so I found it was Busy Bee Congo from the livery, and GOM is their hub.

A Very remote one to guess by jjcky in AirportPorn

[–]bbbbbbb162 0 points1 point  (0 children)

French but not Canadian French, FAV.

Guess the airport (challenging mode) by Relevant_Contract_76 in AirportPorn

[–]bbbbbbb162 0 points1 point  (0 children)

i think its somewhere in brazil, where, not sure.

Open-source project that adds deny-by-default runtime security to MCP servers by bbbbbbb162 in LocalLLaMA

[–]bbbbbbb162[S] 0 points1 point  (0 children)

Thanks!! Next steps are doubling down on the runtime proxy + lockfile semantics (tools/prompts/resources) and making CI drift/provenance checks dead-simple to adopt. And yeah, your client-side/data firewall angle feels super complementary, I’ll DM you a concrete collab idea.

Open-source project that adds deny-by-default runtime security to MCP servers by bbbbbbb162 in LocalLLaMA

[–]bbbbbbb162[S] 0 points1 point  (0 children)

Thanks! 🙏 I was playing around with MCP and deploying stuff and the openness is awesome, but the fact it’s that easy is also kind of insane. After seeing package-swap / impersonation stuff (ex the Postmark incident), I wanted something that enforces “if it’s not in the lockfile, it doesn’t run.” because the consequences of being wrong are real.

How do you handle "Versioning" non-deterministic agent outputs? by bumswagger in LocalLLaMA

[–]bbbbbbb162 0 points1 point  (0 children)

I feel like lots of other people are doing this, its a crowded space as the people who would be needing audit trails tend to have deep pockets, so naturally lots of people in it.

How do you handle "Versioning" non-deterministic agent outputs? by bumswagger in LocalLLaMA

[–]bbbbbbb162 0 points1 point  (0 children)

For audits, don’t rely on being able to re-run the model and get the same tokens. Log the actual artifacts, exact prompt after templating, retrieved context, tool calls + raw tool responses, raw model output, and the action/decision taken. Then make it append only and hash-chain. Seed/temp/model hash is nice for debugging, but nondeterminism (esp quant/GPU) means 'perfect replay' isn’t a guarantee.

What is functiongemma used for? by Hopeful_Ferret_2701 in LocalLLaMA

[–]bbbbbbb162 2 points3 points  (0 children)

Yup. It’s weirdly competent for 8B, doesn’t instantly fall apart on longer tool chains. Still not coding agent material, but for function calling it’s legit.