Software Delivery

PM, analyst, architect, developer and test agents: the whole line from feature request to production.

In software teams the bottleneck is not writing code but the rest of the line: requirement clarification, design decisions, review, release, incident response. Aginies runs that line with an SDLC agent team connected to Jira, Git and CI/CD; Code Aginies provides completion inside the IDE with the organisation’s own models. Production decisions and architectural approval always stay with people.

Why it does not reach production
01

Requirement ambiguity

Three meetings before a request becomes a story; acceptance criteria written afterwards.

02

Review bottleneck

PRs wait for days; security scanning is a separate queue.

03

Release risk

Release notes, scope and rollback plans by hand; every release is a late night.

04

Code leakage concern

Cloud code assistants carry the organisation’s source code outside.

Scenarios

Agents you can watch live for this sector

Software DeliveryHITL

Feature delivery pipeline

A Jira epic turns into criteria, design, code and tests via agents; humans only review and approve the PR.

1,200 runs / month 91.2% success 5 agents
Software DeliveryHITL

CI/CD release pipeline

Build, tests, scans and staging run unattended; production ships only on release-manager approval, via ArgoCD.

950 runs / month 94.7% success 5 agents
Software DeliveryHITL

Incident response and hotfix

Alert fires, bug reproduced, patch and regression run ready; on-call approves, post-mortem already drafted.

320 runs / month 90.5% success 5 agents
Software DeliveryHITL

Code review and security gate

Agents review, scan and coverage-check every PR; fixes land first, a human approves only clean PRs.

4,200 runs / month 93.6% success 5 agents
Software DeliveryHITL

Backlog grooming and estimation

Incoming requests are triaged, clarified and sized; a sprint proposal goes to the product owner for approval.

340 runs / month 92.8% success 4 agents
IoT & Connected DevicesHITL

Staged OTA update rollout

Firmware rolls out in 1% → 10% → 100% stages; a health gate at every stage, human approval for critical fleets.

320 runs / month 98.1% success 4 agents
Compliance and sovereignty
  • Code and completion models inside the organisation; Code Aginies on-prem
  • Human approval on production deployment and architectural decisions
  • SAST, dependency and secret scanning on every PR; evidence stored with the release
Security →
Related solutions
SDLC agent teamPM, analyst, architect, developer and tester agents working together in the CI/CD pipeline.IoT device fleet operationsAnomaly clustering, root cause and health-gated OTA rollouts: one incident, one decision per fleet.Agent outsourcing (agent workforce)Outsourced agents instead of outsourced people: iOS developer, business analyst, accountant, tester; with a work log.

Time to move from experimenting with AI to transforming with it.

In a 30-minute discovery session we take your 2–3 priority business problems, show a live demo of a similar scenario, and draft a roadmap that starts with the Value layer.

Book a 30-minute discovery session → dahi@aginies.com
  1. Your 2–3 priority problems
  2. Live demo of a similar scenario
  3. Roadmap starting with value analysis