Disclaimer

Educational, benchmark, and product disclaimers.

/tmp publishes technical education, benchmark notes, and product writeups. Use the work as evidence and guidance, not as a guarantee.

Educational use

/tmp publishes technical articles, notes, experiments, courses, templates, and product material related to backend engineering, system design, DSA, performance engineering, and AI infrastructure.

No guarantees

The content does not guarantee job placement, interview success, salary increase, production performance improvement, uptime, security, compliance, or business outcomes.

Benchmarks

Benchmark numbers are specific to hardware, OS, runtime/compiler versions, configuration, workload, dataset, and methodology. Treat results as directional unless reproduced in your own environment.

Vibe-blogged notes

Vibe-blogged content is exploratory. It may include AI-assisted drafting, simplified explanations, personal reasoning, and evolving opinions. Verify before using it in production.

Corrections

Mistakes may exist. Corrections should be tracked publicly when appropriate through issues, changelogs, or article updates.