... been following along and would like to support us we would appreciate a star of GitHub: https://github.com/ota-run/ota Ota now supports refusal canaries. Repositories declare tasks that must remain unavailable to agents, and CI verifies that the real execution boundary rejects them with `--expect-refusal`. In the AI era, governance cannot stop at documenting what agents may do. Teams also need negative tests proving that forbidden execution remains forbidden. That is execution governance you can test, not merely trust ... ... would you want to verify for your AI agents? Comment from Olga Ostrovskiy(@mystoryland): Strong framing "testable, not merely trusted" is the right bar. Two things from running a fleet of agents with a hard do-not list: A canary

... level - now the reconciliation job is the thing you're trusting blindly. what stops that from silently breaking the same way, like a provider API change quietly making the reconciliation always report clean? feels like you eventually need a canary that deliberately injects a known mismatch to prove the checker is still watching Comment from Gal Dayan(@galdayan): the "my tests didn't catch it because I wrote the fixtures" line is the real bug, not the webhook itself. that ...

... pattern came from the community, not from us. Jimmy Xu @jimmy_benhsu synthesized it: use Cloud World Model for the bulk of integration tests to catch resource saturation and cost surprises, then gate merges with a lightweight real-cloud canary that just checks "does the thing actually boot and serve traffic." The canary

... just added a Canary Channel to Everywhere. Canary

... There are so, so, many email apps out there: Superhuman, Hey, Slashy, Cowork gmail plugin, Spark Mail, Proton mail, Spacemail, Titan, Shortwave, Alfred, Canary, Spike, Tuta, Skiff, Icloud, Zoho, Yahoo (if it counts even). But has any one of us tried it before? Why/Why not? Comment from Michael Pehl(@michaelpehl): Using Thunderbird for years, also Roundcube. Running my own email servers. Comment from Roberto(@brajn): I just fine with Gmail Comment from Dev Grover(@grover___dev): have never used ... ... welcome to go start the trial there :) Comment from Peter Shu(@peterz_shu): @grover___dev  Interesting, this is useful market research. How many emails do you receive on avg? Comment from Sarvesh Chidambaram(@sarveshsea): I try alternatives

... precautions: I've set up the agent with barriers for model training. We anonymize heavily Delete chats with sensitive content Avoid pasting docs or screenshots containing PII. There are a few practical ways to test data leakage: Retention checks Canary tokens Jailbreaks Shared links with fake ID Details online. Comment from Nika(@busmark_w_nika): @melonie_green1  Thank you. Maybe we will get to the point when AI agents will become a new social media. AKA, it will ...

... Spend more time with my family and support them Comment from Mitja Martini(@mitja_martini): @busmark_w_nika  : We have already planned a ski trip and maybe visit a friend in Portugal. Hopefully one more, maybe to the Canary islands. Which languages do you learn? I know German, English, a little bit of Spanish, and had Latin in school. I needed to learn Spanish in an apprenticeship and even get a certain degree. I struggled until I went ...