Engineering/Application Development

Software is easier to build. Not easier to trust.

AI has made software faster to produce. Agile Labs makes sure that speed does not come at the expense of security, reliability and maintainability.

Why faster is not safer

A growing share of new code is written by AI. Microsoft puts its own figure at 20 to 30 percent; Gartner expects 40 percent of new enterprise software to be built this way by 2028. What that code is like once it ships has now been measured four times.

45%of AI-written coding tasks came back with a security hole. Newer models did no better than older ones.Veracode
3–4×more code shipped by teams using AI.Apiiro
10×more security problems introduced by those same teams.Apiiro
8×more copy-paste in the same code, and rework roughly doubled, across 211 million lines.GitClear

Lumimory

Everyone has the speed.
Not everyone has the engineering.

AI has made software faster to produce. We combine that speed with the security, testing and engineering judgement needed to turn code into production software.

  • Security
  • Testing
  • Review
  • Deployment
See how Lumimory is engineered

feat: add project sharing controls

Mergedszetho merged 12 commits into main from feature/project-sharing

All checks passed11 successful checks
  • CI / Lint18s
  • CI / Unit tests2m 14s
  • CI / Integration tests3m 48s
  • Security / Snyk (vuln scan)45s
  • Security / Dependency check32s
  • Build1m 02s
  • CodeQL Analysis1m 15s
  • Preview deployment1m 42s
  • E2E tests2m 31s
  • Lighthouse CI58s
  • Required review1 approval

The work beyond writing code

AI makes code faster to produce. We use that shift to put more engineering effort into what surrounds it: testing more paths, reviewing every change and improving the code while it is still cheap to change.

Spending the time saved on test coverage

Where the hours go once code takes less time to write: the paths that were previously left to manual checks, and the edge cases a deadline used to cut.

Reviewing every change, not the risky ones

Review used to be rationed by how long it took. What changes when a second engineer reads every change the week it is written.

Refactoring while it is still cheap

Most codebases decay because tidying never justifies the hours. What gets fixed when it does, and what that is worth in year three.

Prototype, sprint, production.

Each stage settles something before the next one starts — what is being built, whether it works, and whether it can be run.

REQUIREMENTS
Discussions and
business goals
Managers need
a clear overview
Approval
required
Finance team
can edit
Real-time
reporting
Email notifications
on updates

1. ALIGN WITH A PROTOTYPE

We turn requirements into a working
prototype to align early.

‹ ››
Dashboard
Total Requests
128
↑ 12%
Pending Approval
23
↑ 5%
Approved
98
↑ 8%
Requests OverviewLast 7 days
18 Apr24 requests
14 Apr15 Apr16 Apr17 Apr18 Apr19 Apr20 Apr
Recent Requests
REQ-1048New vendor requestPending18 Apr
REQ-1047Marketing budgetApproved17 Apr
REQ-1046Software renewalPending17 Apr

Click through. Review together.
Close the gaps. Get aligned.

2. BUILD IN AGILE SPRINTS

AI assists our engineers across
the entire development lifecycle.

PLANBacklog & priorities
BUILDAI-assisted development
TESTAutomated & manual testing
REVIEWDemo, feedback & refinements
AI AssistantSuggested improvementRefactor this function to improve readability.Apply

Short sprints. Working software.
Feedback drives what we build next.

3. PRODUCTION SOFTWARE

Continuously delivered, secure
and enterprise-grade.

‹ ››
DashboardDownload report
Total Requests
128
↑ 12%
Pending Approval
23
↑ 5%
Approved
98
↑ 8%
Requests OverviewLast 7 days
18 Apr24 requests
14 Apr15 Apr16 Apr17 Apr18 Apr19 Apr20 Apr
Recent Requests
REQ-1048New vendor requestPending18 Apr
REQ-1047Marketing budgetApproved17 Apr
REQ-1046Software renewalPending17 Apr

Security inside the build

The cost of a security mistake is set by decisions taken long before it happens. Three of them are made during the build.

Architecture

Who can see what, decided before the first table

Access rules written into the data model rather than added over it. Retrofitting them later is the change nobody budgets for.

Every change

What a change has to pass before it merges

Dependency scanning, secret detection, static analysis and a second engineer. Each catches something the others miss, and a failure stops the merge rather than raising a ticket.

Credentials

How far a leaked key can reach

Secrets are held outside the code, scoped to one job and rotated on a schedule, so an exposed key does not open production data.

Built for what comes next

The software will change after launch. We build it so new features can be added, dependencies updated and security fixes made without every change becoming a risky project.

Change without unravelling


New features should not require engineers to understand or rewrite half the system.

Add a new capability without destabilising what already works.

Upgrade without starting again


Dependencies, frameworks and infrastructure will change. The software needs to move with them.

Update libraries or infrastructure without a rewrite.

Fix without fear


Tests and clear boundaries let engineers change one part without guessing what else might break.

Apply a security fix with confidence, not guesswork.

Own without us


The code, documentation and operating knowledge stay with the system, not only with the people who built it.

Another engineering team can take ownership and move forward.

Every change after launch should add value, not risk.

Agile Labs engineers for a lower cost of change and for continuity, so the software keeps moving with the business that runs on it.

Featured story

Ask Lumimory: the question, the carrier steps in reply, and the model running on the firm’s own server

Lumimory

An organisational-memory product for insurance and advisory businesses, built and operated by Agile Labs. An adviser asks a question and gets the carrier steps, the form and the source it came from, answered on the firm’s own server. Pre-launch, with Founding Design Partner pilots open.

Read the Lumimory story

If the software matters,
talk to us.

Build better software, with zero surprises