Scheduled jobs, webhooks, uptime, CI/CD and keeping production healthy.
OpenAI’s new MCP Events extension enables ChatGPT to react to external system changes via standardized webhooks, introducing specific security and lifecycle management requirements for developers.
An automatic Azure VM kernel update to version 6.19+ caused MongoDB 8.x to refuse startup, requiring a manual GRUB rollback and package pinning to resolve.
The Dushed team details a Go-based approach to acquiring and renewing Let's Encrypt certificates at runtime, avoiding external tools and service restarts.
A developer shares practical strategies for handling failed automated runs, emphasizing cheap snapshots, idempotency, and intent-based logging to reduce recovery time.
A developer shares how Browser Integrity Checks and tunnel failures caused API outages, offering diagnostic steps for self-hosters.
Dennison Bertram details four server-side limits in agentic-hosting that prevent AI agents from causing duplicate resources, crash loops, disk exhaustion, and rate limit abuse.
A technical analysis reveals why lock files and timestamps fail to prevent duplicate executions in distributed systems, offering an idempotency ledger as a solution.
Treating test mailboxes as retryable HTTP dependencies causes flaky CI pipelines. Leasing isolated inboxes with explicit expiration prevents duplicate messages and race conditions.
The GhostAction supply chain attack compromised 1,900 GitHub accounts in October 2026, injecting malicious workflows to steal CI/CD secrets from over 30,000 repositories.
A developer built a local, self-hosted system to log physical retail incidents like chiller alarms, keeping video and staff data on-premise.
A new guide details how to use scheduled GitHub Actions and AWS OIDC to detect infrastructure drift without long-lived keys, while warning of silent workflow failures.
A self-hosting migration and an SSRF guard caused an AI assistant to silently drop hundreds of customer voice notes and files for two days.
The new open-source tool Oxynote embeds live Prometheus and SQL charts directly into documentation pages, allowing teams to review metrics and explanations together.
GitLab released emergency updates for a CVSS 10.0 vulnerability allowing unauthenticated users to execute code on servers via CI/CD configuration.
Facet developers discovered a logic error in their point-in-time restore system that could return stale data. They fixed the epoch handling to prioritize temporal accuracy over sequence numbers.
