DEVELOPER NEWS STREAM
Direct logs, engine updates, and framework notifications parsed from curated RSS feeds and announcements, updated hourly.
Eman TanveerBuilding Data Pipes for Forest and Environmental Monitoring
Building Data Pipes for Forest and Environmental Monitoring It is turning into a data...
IversonBlake8417Contact Form Event Notifications — 4 Email and SMS API Controls
Route the contact first, then send email or SMS from a worker that records four things: one stable...
Laptop Hưng PhátChạy Docker PostgreSQL và Redis trên laptop RAM DDR4 có bị nghẽn?
Khi bắt đầu một dự án backend, việc dựng cụm cơ sở dữ liệu và bộ nhớ đệm cục bộ bằng Docker là thao...
devtocashCircuit Breakers for DevOps AI Agents: Kill Switches, Action Budgets, and Auto-Demotion to Read-Only
Add a circuit breaker to your DevOps AI agents: a fail-closed kill switch, per-run action budgets, and auto-demotion to read-only when errors or SLO burn spike.
Finley ZhouGate Agent Patches on a Verdict File. Ignore pytest's Exit Code.
pytest's exit code is a process signal. It is not a merge decision. Agent-generated patches exploit...
Mattias chawBuild Synthetic Shadow Traffic Gates for AI API Route Changes
A practical gate design for testing AI API route changes with sampled traffic, redacted fixtures, dated pricing, and rollback evidence.
Mindinu AriyawanshaWhy Your Production Microservices Should Use Circuit Breakers (And How to Implement One in 50 Lines)
If you are building distributed systems, network calls will fail. It’s not a matter of if, but when....
Kanishga SubramaniDebugging Query Performance with Per-Second Metrics
A query can look perfectly healthy when all you see is its final execution time. It ran for 12...
Bram VerhagenThe architect who said he never left engineering
For the best part of ten years I have described myself, more or less unprompted, as the architect...
darthmortemDarthmortem: paste your Slack chaos, get a postmortem draft in 60s
The worst part of an outage isn't the fix. It's the hour of report-writing afterwards when you're...
Yash SonawaneWhy Go Is Becoming One of the Most Important Languages for Cloud & DevOps
If you're learning Cloud, DevOps, Kubernetes, or backend development, you've probably noticed...
NTCTechYour AI Workload RPO Was Met. The Restore Still Returns Wrong Answers.
AI workload RPO is a time-indexed contract, and AI workloads are not coherent by time. A retrieval...
Mithilesh GauriharHow Do I Version and Roll Back an AI Pipeline in Production?
Versioning an AI pipeline means splitting a release into two acts: building an immutable numbered version that serves no traffic, and pointing an environment at one of those versions.
StarkManDevOps and Data Platforms on the Open Internet: A ZoomEye Exposure Review
ZoomEye measurement of DevOps and data platform exposure, with interpretation of default-configuration risk.
ke jiaMy Nginx Configs Live in a Terminal, Not a Wiki
I used to keep my nginx configs in a wiki. A shared page, "Useful Nginx Snippets," with maybe 30...
Freelance InspectorFeature flags are easy to add. Here's how to stop them piling up.
Adding a feature flag takes five minutes. Removing it takes forever, because by then the engineer who...