Real Log Breakdown: Safe vs Dangerous Pull (Side-by-Side)
Project Black Pearl | Log Analysis
Two WRX pulls. Both feel strong. Both hit boost.
But only one is actually safe.
Let’s break them down.
✔ Pull A — Stable / Safe
- IAM: 1.00 (stable)
- FBKC: minimal, no repeated knock
- AFR: consistent under boost (~10.8–11.0)
- Boost: tracks target smoothly
- Injector Duty: within safe range
This is what controlled, repeatable power looks like.
⚠️ Pull B — Risky / Unstable
- IAM: dropping below 1.00
- FBKC: repeated corrections in midrange
- AFR: drifting lean under load
- Boost: overshoot and oscillation
- Injector Duty: near max
This pull might feel fast — but it’s building damage.
What Most People Miss
Both of these pulls can feel nearly identical from the driver’s seat.
That’s the problem.
Your engine doesn’t warn you — your logs do.
The Difference Isn’t Luck — It’s Process
Safe tuning isn’t about guessing or reacting.
It comes from structured evaluation:
Log → Analyze → Score → Adjust → Validate
Why This Matters
Most failures don’t happen because someone pushed too hard once.
They happen because unsafe patterns go unnoticed and repeated.
What Black Pearl Changes
The Black Pearl system doesn’t rely on “feel.”
It turns logs into clear decisions — so you know exactly what’s safe and what isn’t.
This is the difference between tuning and guessing.