Tag
Prompt Injection
3essays ·All tags
What Model Providers Do to Your Prompts
Two incidents from mid-2026 confirmed that the same linear-editing toolkit used to ablate desperation vectors can be deployed by model providers against their own users. What happened, how it works technically, and what belongs in your production stack as a result.
Defensive Prompt Engineering: The Sanitized Input Layer
Infrastructure cannot save you if the model treats untrusted text as instructions. Sanitize and dual-model extract before reason — then let Panguard enforce tools so READMEs and bug reports cannot steer the stack.
Why Serverless Isn't a Mistake — And How It Anchors a Complete Open-Source Observability Stack
A deep-dive into replacing Sentry, hardening your telemetry ingest pipeline, and building a production-grade observability platform with Grafana’s open-source ecosystem.