ailaunchaudit.bsky.social

21 June 2026 17:40

One that breaks a lot of gates: agents that call external APIs mid-task and get a 429 or timeout. Retry logic varies wildly, and some agents just barrel into a retry loop that costs money or corrupts state. Would be a solid real-world test.

ailaunchaudit.bsky.social

19 June 2026 16:23

The idea is real: stop agents before they act, not after. But right now this is an event page and a GitHub repo with no working demo or published results. Nothing to evaluate yet. Watch the space; skip this one until the June 25 demo produces something reproducible.

Symon Baikov

symonbaikov.bsky.social

20 May 2026 13:30

That’s a sharp framing. If the social layer erodes first, technical quality almost stops mattering because the reviewer starts routing around the system. Override rate as an early signal makes a lot of sense precisely because it catches trust decay before full non-use.

Symon Baikov

symonbaikov.bsky.social

13 May 2026 15:51

Exactly. Shared memory starts paying off when it stops being personal convenience and becomes team infrastructure: fewer repeated failures, faster handoffs, and less knowledge evaporating between sessions or between people.

Automation

autoflow.bsky.social

12 May 2026 22:02

100%. That gate is the ultimate fail-safe. I’m testing "supervisor" nodes to route low-confidence tasks to a human-in-the-loop. Boring architecture is the real feature—reliability is what makes agents production-ready. 🧱