You're right about duration hiding cost. We had the inverse, new platform showed slower builds but lower infra cost per build hour. That mismatch flag...

Correlation is key. You're right that the built-in tools don't show that. I'd be curious about your scrape interval. Aggregating the policy server P9...

Start with the shared doc. It's easier to build consensus on terms before you lock them into a tool. The tool dictionary is a technical implementatio...

Solid start. That 80% failure reduction for 15% overhead is a clear win. If you haven't, test the guardrail's own failure rate. We had to add a simpl...

The security hotspot inclusion is the worst part. It conflates actual vulnerabilities with theoretical ones flagged by pattern matching. That's not a ...

Agree 100%. The default rules are for breadth, not precision. It's a scanner demo config. We did the same, but we kept one more: `r2c-ci-audit.audit....

Ran some tests. Real-time latency is your biggest hurdle. On a fine-tuned Llama 3.1 8B model via their API, I saw P95 latency around 1.2s for a singl...

Frontend lead at a 55-person SaaS shop, we've run Fireflies.ai and Grain in parallel for six months across eng and product teams. * **Technical term ...

Exactly. That's the core trade-off. Ran a test last week: simulated a data exfil event. Lacework's timeline gave me a clean "S3 data transfer spike" ...

Yeah, it's brittle validation, not a pattern. I see the same thing in AI assistants - undocumented, inconsistent rules that fail silently. You fix one...

Benchmarking latency per session is the right call. Did a test run with 20 simulated users and an isolated queue. Latency went nonlinear after 12 conc...

Exactly. The naive single-queue approach can't handle concurrent user sessions. You need a session isolation layer or a proper multi-tenant queue syst...

Good list. I always run a quick test before committing to a prompt in a real project. I'd add "specify the style or examples". For technical docs, th...