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Building a Secure Self-Hosted Observability Pipeline for an AI Evaluation Platform
When building an AI evaluation platform, it is tempting to begin with dashboards, models, and scorin…
Static-scanning MCP tool manifests before you install them
Been poking at how much you can catch in an MCP server's tool manifest before ever running the thing…
Quant lessons: tuning market‑data pipelines for strategy signal generation
Intro When building quant strategy signal generators, I used to assume that more frequent API poll…
Stop manually auditing IAM: Bringing Identity Management into the LLM loop
Most of our time as engineers isn't spent building core logic. It's spent on the plumbing—managing u…
Email Change Workflow: 3 Steps to Request, Confirm, and Preserve Account Continuity
The hard constraint is account continuity: an email address is a mutable contact point, while the ac…
SMS OTP Login Controls: Node.js Backend Send, Verify, Rate Limits, and Retry Cooldown
Short answer: for a logistics portal that emails a generated report, keep OTP state server-side, mak…
Rate Limiting vs Throttling: What’s the Difference?
Rate Limiting vs Throttling: What’s the Difference? When you're building an API, controlling traff…
API Gateway vs CDN: Differences, Use Cases, and Benefits
API Gateway vs CDN: Differences, Use Cases, and Benefits Modern applications rely heavily on APIs …
Critical GitLab GraphQL Flaw (CVE‑2026‑19478) Enables Remote Deletion of Public Projects
What Happened On August 17 2026 GitLab released an emergency patch for a critical vulnerability tr…
Secure Media Password Reset: SMS OTP Rate Limits, Lockout, and Replay Control
The operational constraint that changes how you design a secure SMS OTP login flow is delivery relia…
Edtech Login Security: Choosing SMS OTP Around GDPR, PSD2, and NIST
Short answer: SMS OTP can be a practical second factor for a low-risk login, but it is not a complia…
Python SMS OTP Delivery Can Fail with Carrier Filtering and Sender Registration
Short answer: a marketplace should treat SMS OTP delivery as an asynchronous, lossy step: register t…