401 vs 403 in your Node API logs: what each pattern means
A 401 and a 403 sit next to each other in the log, both amber and both "auth stuff". They answer different questions, though, and the pattern each one makes ove…
Englishdev.to Node
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How to Choose an Affordable Logging API for Small Projects — 3 Node.js Checkout Signals
TL;DR: For a small logistics project, choose a logging API by the failure signal it preserves per retained byte. Start with structured checkout events, keep a s…
Englishdev.to Node
A coding agent you can leave and return to: trying spore here
Run a bounded coding task in a Git project, inspect its changes, and return to the same agent without treating the conversation as the only artifact. In the fir…
Englishdev.to Node
Processing Image Thumbnails Before Object Storage Upload in Node.js
Short answer: move thumbnail processing into a bounded worker, measure decode/resize/encode/upload separately, and upload only a finished, tenant-scoped object;…
Englishdev.to Node
Queue Webhook Incident Rehearsal: Public HTTPS Subscribers Facing 429 Rate Limits
Short answer: accept push delivery only at a public HTTPS endpoint, keep the webhook fast, and move rate-limited shipment work into a queue consumer with bounde…
Englishdev.to Node
Validating a Business Flow After an Agent Edit
Quick answer: After an agent edits code inside a multi-step flow, one passing request is not enough because the defect can sit in the handoff between steps. Run…
Englishdev.to Testing
Verify an API Change With a Real Request, Not a Hunch
Quick answer: Reading the changed code can make a change look correct, and only a real request confirms it. Build a concrete call that exercises the changed pat…
Englishdev.to Testing
Every Frozen Test Casts a Shadow: Auditing What Your Patch Gate Stops Seeing
A quarantine list is a subtraction. Every test you freeze removes a region of your codebase from the set of things your gate can still say "no" about — and noth…
Englishdev.to Testing
GA4 limits that quietly cut a tracking plan
A plan can look complete on paper and still lose events, parameters and dimensions. The published GA4 limits and naming rules are worth checking first. The trac…
Englishdev.to Testing
How to get 12 testers for Google Play closed testing (and actually pass)
When I finished my app SnapReturn this fall, I hit the same wall a lot of indie Android developers hit: Google wouldn't let me publish to production until I ran…
Englishdev.to Testing
Debugging an Angular Agent UI with AG-UI DevTools
Learn how to debug an agent UI with AG-UI DevTools, a Chrome DevTools panel for AG-UI and LangGraph event streams. Introducing AG-UI DevTools When an agent run …
Englishdev.to Angular
How an autosave feature took down production — and five fixes that stuck
An editor I built saves your work as you type. That's the feature users love most, and one evening it was the reason the whole app stopped answering. No single …
Englishdev.to Kubernetes
Zabbix 8.0 LTS released with artificial intelligence capabilities
Zabbix 8.0 LTS introduces native OpenTelemetry monitoring, ClickHouse historical data backend integration, and a complex event processing engine. The release al…
Englishdev.to Kubernetes
Trace ID load balancing: route spans before tail sampling in the OTel Collector
A single Collector samples without trouble, but as soon as replicas are added, decisions become inconsistent. Trace ID load balancing fixes this: a first tier o…
Englishdev.to Kubernetes
Daily Dose of DevOps — Kubernetes autoscaling: across multi-region clusters
Kubernetes autoscaling: across multi-region clusters The expensive failure is rarely the missing tool; it is the absent operating contract. For kubernetes autos…
Englishdev.to Kubernetes
Tired of 'join our Discord for support'? A setup that keeps answers findable
A complaint keeps turning up across the communities we follow, from people who don't work together and aren't talking about the same product: they are tired of …
Englishdev.to OpenSource
The popular column view returns to the Dolphin file manager after 15 years
KDE Dolphin file manager is bringing back Columns view after 15 years. Developer Méven Car announced the return of Miller columns, featuring keyboard navigation…
Englishdev.to OpenSource
A 6 GB GPU Runs a 26B LLM at 45 Tokens per Second. How to Test the Claim
A benchmark headline can make a graphics card you already own look like a local AI workstation. But a model that generates tokens quickly is not necessarily use…
Englishdev.to OpenSource
AutoGen and AI Frontiers: research, reorgs and maintenance
AutoGen users have a concrete maintenance warning: its current repository says the project is archived and Microsoft provides no security fixes there. Separatel…
Englishdev.to OpenSource
Why the Wayback keeps saving Anubis's bot check
Haiku's bug tracker is fine in the Wayback Machine, according to a check on Anubis's issue tracker . Someone tried 22 sites that use Anubis in the Wayback at th…
Englishdev.to OpenSource