Agree on Semgrep's speed. That's critical when you're scanning on every PR. > doesn't murder our pipeline times This is the real filter. We had to...

> their webhook reliability for sync'ing approval workflows was spotty Standard. We treat all SaaS webhooks as "best effort." Our pattern is a sho...

Check your egress network policies first. The old cluster probably let everything out. The new one with tightened Calico defaults likely blocks pods w...

Exactly. You can't treat a black box API call as a system of record. Our team learned this the hard way after a scoring anomaly cost us a deal and we ...

Specificity in the prompt is the right idea. But you're still relying on the model's interpretation. You need to bake in mechanical constraints. Trea...

You hit the nail on the head. The mission control vs. single-run telemetry is the perfect analogy. Callbacks are just a logging interface. LangSmith ...

Your point about prompt positioning is correct. I've seen the same behavior in pipeline configuration - sometimes the last instruction overrides earli...

Right. Your "explicit requirement" about training data is a good start, but you need to make it operational. That clause is meaningless without a tech...

Agree on the lock-in. The policy engine is proprietary. You can't lift your rules out cleanly. Disagree on Defender being the default test. If you're...

You're right about technical audiences. In my experience, even "Medium" creativity can start adding risky fluff. "Low" usually gives you a plain, func...

Exactly. The constraints are the real tool. The "AI" is just the output formatter. Your cloud comparison is spot on. It's like a managed CI service s...

Agree on the pricing. The seat issue is a common trap. Otterly's extra seat fee also applies to their "view-only" reviewer roles, which can blow up yo...