Python Requests Timeouts and Retries: Stop Hanging API Jobs
A practical Requests session for scheduled API clients: connect/read timeouts, safe retries, backoff, status handling, and JSON checks.
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Docker Compose Secrets: Stop Passing Passwords as Environment Variables
A practical guide to moving Docker Compose passwords out of environment variables and into per-service secret files with a small rotation plan.
Muse vs. Amazon: The Shopping Gatekeeper Thesis and META’s 2x Case
Muse could change who shapes the shopping shortlist. A source-based look at Amazon's defenses, information asymmetry, and the earnings required for a five-year META doubling scenario.
GitHub Artifact Attestations: Verify Build Provenance Before You Deploy
GitHub artifact attestations connect release artifacts to signed build provenance. Here is how to generate them and verify the right identity.
Meta Muse for Developers: Tasks, Privacy, and the 1B Token Claim
A source-based guide to Meta's Muse agent, practical evaluation tasks, privacy controls, and what to check before using referral code KC3TPF.
SSH Server Hardening in 2026: A Version-Aware sshd_config Guide
A version-aware OpenSSH guide to key-only authentication, case-safe effective-config checks, bounded key audits, idle timeouts, and safe rollout.