How I Built a Strict SOC2 Compliance Gate in Jira using Atlassian Forge & KVS
If you've ever gone through a SOC2 audit, you know the drill. Auditors want proof that every piece of code deployed to production went through a pee…
Testing & QA
⚑ Report a ProblemLatest Testing & QA news from Tech News
All topics
agents
ai
api
architecture
automation
backend
beginners
career
claude
cybersecurity
devchallenge
devops
discuss
javascript
llm
machinelearning
mcp
node
opensource
performance
productivity
programming
python
security
showdev
softwareengineering
testing
tutorial
typescript
webdev
BlastShield AI: an evidence-first incident commander built on FalkorDB
The safest cloud response starts with a path, not a prompt BlastShield AI: an evidence-first incident commander built on FalkorDB When a cloud incid…
Postgres Logical Replication: Slots, DDL, and Failover
At 2 a.m. on a Tuesday, a client's reporting replica silently stopped applying changes. The publisher kept accepting writes. The replica kept answer…
Vertiv's Mumbai cooling delivery puts contamination control on the commissioning agenda
A liquid-cooling installation can be assembled correctly and still need substantial work before it is ready for an IT load. The handover must show t…
Retry Storms: Hardening n8n Workflows Against Thundering Herd Failures
A 90-second upstream blip doesn't take you down. What your retries do in the ninety seconds after it ends does. We learned this the expensive way. A…
Why Withings’ $99/Year Apple Health Sync is a Wake‑Up Call for Health‑Data Engineers
1. What was released / announced Withings announced that new accounts will now have to pay $99 per year to keep the Apple Health syncing feature ali…
Deploying MCP Servers on Kubernetes
Most MCP servers start life as a local, stdio-based process — the client spawns the server as a child process, messages flow over stdin and stdout.…
Free AWS practice exams: how to actually use them well
Most of us have wasted at least one practice exam. You sit down, blast through 65 questions, glance at the score, feel either great or terrible, and…
How to Choose a CNAPP Solution That Reduces Cloud Risk
Choosing the wrong cloud security platform can leave an organization in a worse position than before the purchase. The security team gains another c…
Meta Muse's Hidden Sandbox Problem: How a KVM Escape Could Turn an AI Agent Into a Production Breach
An AI agent can be carefully isolated---and still inherit a much larger blast radius if its runtime boundary fails. That is the security lesson behi…
Одна RTX 5070 Ti и российское облако: качество, рубли и свой бенч (часть 1)
В локальном прогоне на RTX 5070 Ti Qwen3.8-27B IQ3 получил успех на моих задачах в 91.1%, индекс 82.3 со скоростью работы 68.3 tok/s в один поток пр…
Cloudflare Acquires Deno – What It Means for AI & DevOps Engineers
1. What was released / announced Earlier this week Cloudflare announced the acquisition of Deno , the secure runtime for JavaScript and TypeScript c…
Enable MySQL HeatWave REST Service (MRS)
Introduce the MySQL HeatWave REST Service (MRS), a fully managed, integrated solution that lets you create RESTful API endpoints instantly, directly…
Postgres is Crying: A Zero-Downtime, 15TB Migration to BigQuery with Python & Arrow
The PagerDuty alert screamed at 2:17 AM. It wasn't a gentle nudge; it was the digital equivalent of a fire alarm in a munitions factory. Host high d…
Where the four minutes go when a cluster adds a node
Autoscaling is usually described as a property a cluster either has or does not have. You add a HorizontalPodAutoscaler, you tick the box for node a…
Top IoT Development Tools & Platforms for 2026
Developing Internet of Things (IoT) applications requires a balanced combination of hardware controls, low-latency protocols, real-time data ingesti…
A preview URL can outrank your real domain: keeping Cloudflare previews out of Google
My site is small — five pages of static HTML served through a Cloudflare Worker. The thing that worried me most in the first month wasn't the conten…
Generate, then decide: using Cloudflare Clef as a decision layer
Most LLM pipelines have one model do two jobs: write the answer, then judge whether it's good. Those are different problems. Writing is open-ended.…
Lexington's data center debate exposes a planning risk for AI infrastructure
A data center capacity plan can look convincing on paper while its location remains unresolved. A WUKY report published on October 4, 2026 describes…
RDP vs VPS: Features, Benefits, and Key Differences
If you’ve been comparing RDP vs VPS and aren’t sure which term applies to what you actually need, you’re not alone — the two get used interchangeabl…
How HuskHoard Talks to the Cloud (and Why It Beats Managing Buckets by Hand)
A question we keep getting from people trying HuskHoard for the first time is some version of: "So it archives to S3... but how is that different fr…
The Inference Auction: Why Bidding for GPU Priority Breaks KV Cache Locality
Every major frontier lab currently bills compute like an electric utility. You pay a posted price per million tokens, accept a fixed rate limit, and…
The Gateway Consolidated Your Controls. NetScaler Compromise Response Has to Unconsolidate Them.
NetScaler compromise response is difficult for the same reason the appliance is valuable: it concentrates authentication, remote access, certificate…
MITRE ATT&CK для Product Security: как связать pentest, threat modeling, CI/CD и реальные сценарии атак
Матрицу MITRE ATT&CK обычно ассоциируют с SOC, threat hunting и red team. Это база. Но она может быть полезна намного раньше — на этапе threat m…
When AI Debt Hits the Yield Curve
When central bankers start tracking your corporate debt issuance alongside energy shocks and sovereign bond volatility, tech capex has officially en…
Airbus Sovereign Cloud: A Per-Workload Decision, and the Proof the Public Record Doesn't Show
The Airbus sovereign cloud decision is a per-workload placement, and the public record evidences the placement, not the proof it depends on. On July…
How to Reduce AWS Costs Without Sacrificing Performance: The Smart Way to Build a Leaner Cloud
AWS gives engineering teams an incredible amount of flexibility. You can launch infrastructure in minutes, scale applications automatically, store m…
Source Code in a Public Bucket: When .git/ Survives Deployment
✓ Human-authored analysis; AI used for formatting and proofreading. A static-site S3 bucket is, by design, public. Marketing copy, infographics, dow…
Road to Golden Jacket
More than four years after passing the AWS Cloud Practitioner, learning and earning AWS certifications along the way, I finally achieved the Golden…
Nutanix Zero-Copy Migration Removes Data Movement. It Doesn't Remove Migration Risk.
Zero-copy migration removes one of the most time-consuming parts of a VMware migration: moving the data itself. What it does not remove are the iden…