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Stop Putting Secrets in Environment Variables (and What to Do Instead)

Posted on October 29, 2026November 1, 2026 teliaz

Environment variables remain the default way applications receive credentials, and they remain the first thing attackers and accidental logs grab.

Continue readingStop Putting Secrets in Environment Variables (and What to Do Instead)

Cat Links Software Engineering

OOMKilled Isn’t Random: How Kubernetes Decides to Kill Your Pod

Posted on October 29, 2026November 1, 2026 teliaz

Every Kubernetes operator eventually meets the same 3 a.m. page: a pod stuck in a restart loop, kubectl describe shows

Continue readingOOMKilled Isn’t Random: How Kubernetes Decides to Kill Your Pod

Cat Links Software Engineering

Your Dependency Tree Is an Attack Surface: Supply Chain Defense for npm and PyPI in 2026

Posted on October 20, 2026October 21, 2026 teliaz

Every `npm install` is an act of trust. You are executing code written by strangers, versioned by strangers, published through

Continue readingYour Dependency Tree Is an Attack Surface: Supply Chain Defense for npm and PyPI in 2026

Cat Links Software Engineering

Prometheus Cardinality: Why Your TSDB Is Drowning and How to Stop It

Posted on October 12, 2026October 13, 2026 teliaz

Eventually the alert fires at 3 a.m.: your Prometheus is consuming more memory than the database it monitors, queries that

Continue readingPrometheus Cardinality: Why Your TSDB Is Drowning and How to Stop It

Cat Links Software Engineering

Secrets Management Beyond .env Files: Vault, External Secrets, and CI Hygiene

Posted on October 9, 2026October 10, 2026 teliaz

Every codebase that touches a database, an S3 bucket, or a third-party API has secrets, and every team eventually learns

Continue readingSecrets Management Beyond .env Files: Vault, External Secrets, and CI Hygiene

Cat Links Software Engineering

Burn-Rate Alerting on SLOs: Multiwindow Alerts in Prometheus That Don’t Flap

Posted on October 9, 2026 teliaz

Most teams don’t have an alerting problem; they have an alerting volume problem. The on-call rotation drowns in alerts that

Continue readingBurn-Rate Alerting on SLOs: Multiwindow Alerts in Prometheus That Don’t Flap

Cat Links Software Engineering

SSRF Defense in Depth: Validation, Egress Controls, and the Metadata Service Lesson

Posted on October 7, 2026October 9, 2026 teliaz

The SSRF advisory lands the way they always do: a feature that fetches a URL — webhook delivery, PDF preview,

Continue readingSSRF Defense in Depth: Validation, Egress Controls, and the Metadata Service Lesson

Cat Links Software Engineering

PostgreSQL Connection Pooling: Session vs Transaction Mode, PgBouncer, and How to Size It

Posted on September 14, 2026September 15, 2026 teliaz

Every PostgreSQL backend process is a full Unix process with its own megabytes of memory. That design choice buys you

Continue readingPostgreSQL Connection Pooling: Session vs Transaction Mode, PgBouncer, and How to Size It

Cat Links Software Engineering

SLOs and Error Budgets in Practice: Building Reliability You Can Alert On

Posted on September 8, 2026September 8, 2026 teliaz

Your service was up 99.95% of the time last month. Great number — until you realize that users filed complaints

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Cat Links Software Engineering

Prometheus Cardinality: The Label Decisions That Decide Whether Your Monitoring Survives

Posted on August 30, 2026 teliaz

Every Prometheus failure I have debugged that was not a network problem eventually came down to the same thing: too

Continue readingPrometheus Cardinality: The Label Decisions That Decide Whether Your Monitoring Survives

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