
May 27, 2026
AI in QA: where it helps, where it doesn’t
AI augments QA throughput — test generation, triage, visual regression. It doesn’t replace QA judgment: strategy, exploratory testing, and defining correctness stay human.
Read MoreSecurity and Compliance safeguard data, ensure regulatory adherence, and protect businesses from risks, helping maintain trust and integrity in a digital landscape.
Let’s Discuss
“At Dezen Technology, we take security seriously. From data protection to regulatory compliance, our Security & Compliance services help businesses mitigate risks, prevent breaches, and stay compliant with global standards.”
With a strong commitment to safeguarding your data, we integrate multi-layered security protocols across every aspect of our platform. From encryption to access control, we ensure that your sensitive information is shielded from potential threats.
GET STARTED
Important measures you might want to know
Secure sensitive data with advanced encryption methods
Restrict unauthorized access with role-based controls
Secure cloud-based and on-premise infrastructure
Proactively monitor and prevent cyber threats
Want to scale your business with technology?
Lets TalkYears of experience in digital transformation.
Smooth adoption of IT solutions for seamless processes.
Solutions tailored to your business needs.
From strategy to implementation & beyond.
Operating across multiple countries.

May 27, 2026
AI augments QA throughput — test generation, triage, visual regression. It doesn’t replace QA judgment: strategy, exploratory testing, and defining correctness stay human.
Read More
May 25, 2026
Four levers cut spend 10x without cutting quality: route by difficulty, cache, trim context, batch and stream. Measure cost-per-feature first; set budget guardrails always.
Read More
May 23, 2026
Facts → RAG. Behavior → maybe fine-tune. Most business AI features want RAG even when teams ask for fine-tuning. The decision rule and the order to try things in.
Read More
May 21, 2026
From manual to autonomous — four levels of autonomy and the guardrails each needs. Match autonomy to the cost of being wrong, not to how impressive it sounds.
Read More
May 19, 2026
The UI never waits on the network. Local DB, sync engine, server — with conflict resolution per data type. The architecture that makes mobile apps feel instant.
Read More
May 17, 2026
Lift-and-shift is fast, cheap to do, expensive to keep. Refactor is months of work with structural upside. The matrix — and why half-finished refactors are the worst path.
Read More
May 15, 2026
The big-bang rewrite is the most consistently bad idea in software. Proxy in front, extract one route at a time, shrink the monolith to nothing. No migration day.
Read More
May 13, 2026
Five Trust Service Criteria, Security mandatory and the rest optional. Type 1 vs Type 2. The pragmatic 6-month timeline — not the year-long ordeal it’s made out to be.
Read More
May 11, 2026
The ten vulnerability classes that show up in real breaches, each with the single most important defensive action. Plus the 80/20 of web security.
Read More
May 9, 2026
Network location grants nothing. Service-to-service auth, least-privilege, short-lived credentials, identity-aware proxy. The architecture — and the 80/20 a small team can ship fast.
Read More
May 7, 2026
Both frameworks converged technically. The choice is now about philosophy — ecosystem and hiring vs clean mental model and progressive enhancement.
Read More
May 5, 2026
Stripe for the default. Chargebee for complex pricing and enterprise. Paddle for ‘sell globally without filing VAT.’ The honest tradeoffs.
Read More
May 3, 2026
Both are production-grade. RN wins on web-team alignment; Flutter wins on raw performance and pixel-perfect custom UIs. Pick by team, not by benchmark.
Read More
May 1, 2026
Postgres for relations, transactions and flexible JSON. Mongo for horizontal scaling and document-shaped data. Default to Postgres unless you have a reason.
Read More
Apr 29, 2026
Lambda for event-driven low-utilization. Fargate for steady-state. EC2 for >60% utilization, specialized hardware, or stateful workloads. The crossover math, explained.
Read More
Apr 27, 2026
Two questions decide it. Is this core capability? Will it last 12+ months? The hidden costs of each path, and the hybrid model that actually works.
Read More
Apr 25, 2026
A good MVP is a thin slice through a deep stack — fewer features, full quality, end-to-end. The cake metaphor that gets it right.
Read More
Apr 23, 2026
Impact vs speed-of-return. Front-load the fast-and-high quadrant; cut the slow-and-low. The framing that defends your engineering budget in the next board meeting.
Read More
Apr 21, 2026
Three numbers, not one: best, likely, worst. The change is small; the downstream effect on roadmap, OKRs and trust is big.
Read More
Apr 19, 2026
Code visibility, written scope, named engineers, testing strategy, IP ownership, real references — the six checks that separate vendors who’ll burn you from ones who won’t.
Read More
Apr 17, 2026
One long-lived branch. Short-lived everything else. Feature flags decouple deploy from release. The mechanical rules — and the four things you need to make them work.
Read More
Apr 15, 2026
Five stages: format · lint · typecheck · changed-files tests · secrets. Run on staged files only. Total budget: 10 seconds. The setup that compounds over a project lifetime.
Read More
Apr 13, 2026
Five stages, cached, parallel, preview-per-PR, gated to production. The metrics to watch (p50 duration, flakiness, MTTR) and the ‘roll forward, not back’ principle.
Read More
Apr 11, 2026
SLI · SLO · error budget — the three concepts in plain English, and the operational discipline that turns reliability from a values fight into a budget conversation.
Read More
Apr 9, 2026
Contrast · keyboard · focus · labels · alt · motion · forms. The sweep that gets you from ‘possibly broken’ to ‘defensibly competent’ — and where to wire it in.
Read More
Apr 7, 2026
Dedupe by event ID BEFORE doing real work, anchor it in the database, and use Idempotency-Key on outgoing calls. The pattern we ship that ends 3am double-charge incidents.
Read More
Apr 5, 2026
How we actually use RLS in production multi-tenant SaaS, the three traps that catch every team, and where RLS belongs in your defense-in-depth stack.
Read More
Apr 3, 2026
Microservices solve team-coordination problems, not technical ones. Below ~30 engineers, modular monolith wins on every axis. Here’s the framing we use.
Read More
Apr 1, 2026
Two years of incident data: new technology causes ~4x the incidents of mature technology. Here’s the unfashionable, well-trodden stack we default to — layer by layer.
Read More
Mar 30, 2026
Server-driven UI moves ‘what to show’ into deploy-fast server code. The wins, the tradeoffs you give up deliberately, and the hybrid split we actually ship.
Read More
Mar 28, 2026
What an FDA validation binder actually contains, who owns each section, and the mistakes that turn a 3-month validation into a 9-month one.
Read More
Mar 26, 2026
ICH Q1A(R2) made operational — conditions, pull-points, OOS triggers, statistical shelf-life and the protocol decisions that matter.
Read More
Mar 24, 2026
The pharmaceutical stability standard, framed for the engineers who have to encode it. Schema rules, derived flags and Q1D bracketing — explained.
Read More
Mar 22, 2026
The four-system stack every regulated lab eventually needs, the data-layer principle that makes it work, and integration patterns that survive 5 years.
Read More
Mar 20, 2026
The exact playbook — three phases, six weeks each. Real timeline, real deliverables, real watch-outs from a dozen pharma migrations.
Read More
Mar 18, 2026
An honest breakdown of where the budget actually goes — engineering, design, QA, cloud, PM and launch — plus the two variables that swing the number 3x.
Read More
Mar 16, 2026
The FDA's electronic-records rule, stripped of the legalese. Five pillars regulators actually inspect — audit trail, e-signatures, access control, data integrity, validation.
Read More
Mar 14, 2026
Stop deciding on vibes. Answer five questions in order — the first 'no' is your decision. The framework that's saved our clients six-figure mistakes.
Read More
Mar 12, 2026
Honest cloud-vendor comparison from someone who's shipped on all three this year. Strengths, real weaknesses, and the exact cases where each is the right pick.
Read More
Mar 10, 2026
Five categories of five items. If you can't tick every box, you're not production-ready — you're demo-ready. The exact checklist we run before any launch.
Read More
Mar 8, 2026
Excel scales until it doesn't. Here's what a regulated lab gains when sample tracking, instrument calibration and stability studies move into a real LIMS — and what to look for when picking one.
Read More
Mar 6, 2026
Most apps are deleted within 72 hours. The ones that survive solve a real job, respect users' time, and earn the second open. Here's the playbook we use to build mobile products that retain.
Read More
Mar 4, 2026
Single-tenant SaaS is easy to ship and brutal to scale. Multi-tenant from day one is harder to design, but it pays compound dividends. A practical guide to tenant isolation, billing and ops for cloud-native SaaS.
Read MoreTalk to Our Security Experts
Here you can find answers to your most common questions related to Dezen Technologies