[00] AI-native software engineering · Kuala Lumpur
Tomorrow’s tech,
delivered today.
NeuronFX is a senior engineering firm that builds with AI at its core. We design, ship and secure production software — web, mobile, AI and cloud — in weeks, not quarters.
Most teams bolt AI onto the old way of building. We rebuilt the way we build. Senior engineers own the architecture, the judgment and the result — fleets of AI agents do the heavy lifting in between. The outcome is simple: production-grade software at a pace that used to be impossible.
01 — Human-led
Every decision, review and release is owned by a senior engineer.
02 — AI-accelerated
Agents draft, test, document and review — around the clock.
03 — Security-first
Threat models and hardening from the first commit, not the last.
Six practices. One engineering standard.
From the first prototype to 24/7 operations — one senior team, end to end.
- 01AI EngineeringLLM products, agents and automation — engineered for production, not demos.
- 02Product EngineeringWeb platforms, SaaS and internal tools — architected to scale from the first commit.
- 03Mobile AppsiOS and Android apps with Flutter, React Native or native — fast, polished, store-ready.
- 04Cloud & DevOpsKubernetes, CI/CD, observability and cost control across AWS, Tencent Cloud and Cloudflare.
- 05CybersecurityAudits, penetration tests, hardening and 24/7 monitoring — security designed in, not bolted on.
- 06Systems IntegrationAPIs, payments, messaging and legacy systems — connected into one reliable backbone.
Human judgment. Machine speed.
Every engagement runs through the same five-stage loop. Senior engineers make the calls. AI agents do the heavy, repetitive work in between — in parallel, around the clock.
01 — DiscoverDays 1–3
We turn a goal into a scope we can defend — risks, constraints and success metrics included.
- Human
- A senior engineer runs the workshop and owns the scope.
- Agents
- Research APIs and competitors, draft user stories, map data flows.
nfx://agents — discover
live
❯ loop start project=nfx-2481 stage=discover
agent.research scanning APIs, competitors, regulations38 sourcesagent.analyst drafting user stories64 storiesagent.analyst mapping data flows11 flowshuman.lead workshop notes merged, risks logged✓ ok● scope v1 locked · estimate ±10%
02 — ArchitectDays 3–5
Architecture, data model and security model — decided by people who have run systems in production.
- Human
- Senior engineers choose the stack and sign off every trade-off.
- Agents
- Draft ADRs, schemas, threat models and cost projections.
nfx://agents — architect
live
❯ architect stack=typescript,postgres,k8s
agent.architect drafting decision recordsADR 001–007agent.security threat model (STRIDE)23 threatsagent.finops projecting infrastructure costRM 1.9k/mohuman.cto review: 2 changes requested → applied✓ ok● architecture signed off
03 — BuildWeeks 1–2
Parallel agents build features, tests and docs. Engineers own the core and review every change.
- Human
- Engineers write the critical paths and review every pull request.
- Agents
- Scaffold features, generate tests, keep documentation current.
nfx://agents — build
live
❯ build sprint=1 agents=12 parallel
agent.dev[01–12] features in flight18agent.test unit + end-to-end generated412 testsagent.docs API reference regeneratedokhuman.review PR #214 approved · #215 changes requested✓ 2 PRs● 14 PRs merged · main is green
04 — VerifyContinuous
Quality is a pipeline, not a phase. Every commit is tested, scanned and measured against a budget.
- Human
- QA and security engineers sign off each release candidate.
- Agents
- Regression suites, SAST/DAST, dependency audits, accessibility checks.
nfx://agents — verify
live
❯ verify pipeline=release/1.0
agent.qa regression suite1,284 passedagent.security SAST · DAST · dependency audit0 criticalagent.perf p95 latency (budget 250 ms)182 mshuman.security penetration test sign-off✓ ok● release candidate approved
05 — Operate24/7
We ship with canaries, watch it around the clock, and keep improving it after launch.
- Human
- On-call engineers respond, fix and plan the next iteration.
- Agents
- Monitor, triage alerts, draft incident reports and optimisations.
nfx://agents — operate
live
❯ deploy env=production canary 10% → 100%
agent.ops health checks48/48 okagent.monitor anomaly watch24/7agent.triage alert → on-call paged00:42human.oncall acknowledged · resolved✓ 6 min● shipped · monitoring live
- Illustrative run. Every project is scoped individually.
Speed you can measure.
- 01 — weeks
- 02Typical time from kickoff to a production-ready MVP.
- 02 — agents
- 12Working in parallel alongside each engineer on a build sprint.
- 03 — on-call
- 24/7Monitoring and incident response for everything we ship.
- 04 — yours
- 100%Of the code and IP belongs to you. No lock-in, ever.
Built secure. Kept secure.
Our cybersecurity practice works inside every build — threat modelling on day one, hardening before launch, monitoring after. The team that writes your code also defends it.
01 — Threat modelling
Every architecture reviewed against STRIDE before a line of code ships.
02 — Penetration testing
Manual and automated testing of web apps, mobile apps and APIs.
03 — Hardening & compliance
CIS benchmarks, PDPA-aligned data handling, audit trails by default.
04 — 24/7 monitoring
Detection, alerting and incident response — around the clock.
Sample posture report monitoring
- ✓ WAF active
- ✓ 0 critical CVEs
- ✓ TLS A+
- ✓ Backups verified 03:00
- ✓ MFA enforced
Our clients stay confidential. Their words don’t.
NeuronFX shipped in three weeks what our previous vendor quoted at four months. The code was clean enough that our own team took it over without a single handover call.
Tools change. Principles don’t. Proven, boring technology for the core — the best AI models at the edges.
- TypeScript
- React
- Next.js
- TanStack
- Node.js
- Go
- Rust
- Python
- Flutter
- Swift
- Kotlin
- PostgreSQL
- Redis
- Kubernetes
- Docker
- AWS
- Tencent Cloud
- Cloudflare
- Terraform
- Grafana
- OpenAI
- Anthropic
- LangGraph
Your next release could be two weeks away.
Tell us what you are building. A senior engineer — not a salesperson — replies within minutes during business hours.
01 — 5 minutes
Tell us the goal
02 — 30 minutes
Call with an engineer
03 — Within 48 hours
Fixed-scope proposal
04 — Days, not months
Kickoff & prototype