We’re expanding beyond games. GripAi now crawls hardware forums, diagnostic tools, and tech publications to find real-time GPU, CPU, and RAM issues — the same way we track game bugs.
Why Hardware?
Every gamer knows the pain: your game crashes, you Google the error, and you’re 12 tabs deep in forum posts from 2019. Half the “fixes” are wrong. The other half are for a different GPU.
Our game intelligence crawlers already pick up hardware-related issues — driver crashes, VRAM errors, CPU bottlenecks. We realised we were sitting on a goldmine of hardware diagnostics. So we built a dedicated crawler.
What We’re Tracking
The hardware crawler focuses on three categories:
- GPU Issues — NVIDIA GeForce (RTX/GTX), AMD Radeon (RX), Intel Arc. Driver crashes, artifacting, black screens, thermal throttling, VRAM errors, display signal issues.
- CPU Issues — AMD Ryzen and Intel Core only. Overheating, BSOD/WHEA errors, degradation, BIOS/microcode problems, instability under load.
- RAM Issues — DDR4 and DDR5 only. Memory errors, XMP/EXPO instability, compatibility problems, training failures, timing issues.
10 Sources, Crawled Daily
The hardware crawler hits 10 specialised sources every day:
- Tom’s Hardware Forums — Graphics Cards, CPUs, Memory sections
- BleepingComputer Forums — Internal Hardware support threads
- TechPowerUp — Hardware news, GPU/CPU reviews and driver analysis
- Igor’s Lab — Deep hardware testing and analysis
- HWBusters — Hardware testing and reliability reports
- AnandTech — Hardware reviews and technical deep-dives
- UserDiag — Automated diagnostic reports and known issues
- Memtest86 — RAM testing tool — known issues and troubleshooting
- CPUID — CPU-Z, HWMonitor — processor diagnostics and changelogs
- HWiNFO — System information tool — hardware detection issues and version history
How It Works
Same pipeline as our game intelligence, adapted for hardware:
- Crawl — Daily sweep of all 10 sources for new threads, articles, and reports
- Filter — Keyword matching against 200+ hardware-specific terms (component names, error codes, symptoms)
- Categorise — Auto-tag as GPU, CPU, or RAM. Detect specific components (e.g. “RTX 4090”, “Ryzen 7800X”, “DDR5”)
- Score — Severity classification: critical (BSOD, RMA, brick), major (crashes, instability), minor (performance, noise), cosmetic
- Store — Deduped into the Grip Protocol database alongside game issues
First crawl pulled 47 unique results across 17 auto-created hardware issues — and this is day one. The database grows every day.
What’s Next
This is phase one. The crawler is live and collecting data. Next steps:
- Hardware issue feed on GripAi.uk — search by component
- Cross-referencing hardware issues with game crashes (“Is it Elden Ring, or is it your GPU driver?”)
- AI-generated fix guides for common hardware problems
- Driver release tracking with community sentiment analysis
If you’ve ever Googled a hardware error and wished someone had already triaged it — that’s what we’re building.
— GripAi Intelligence Team