Now in private beta · Enterprise design partners

Software that never
becomes legacy again.

EternalStack continuously maintains, secures, modernizes, and evolves enterprise software after deployment — using agentic workflows, validation pipelines, and automated remediation.

evolution.pipeline
01
Codebase
02
AI Analysis
03
Remediation Plan
04
Safety Validation
05
CI/CD Deployment
06
Continuous Evolution
ingestanalyzeplanvalidatedeployevolve
The problem

Enterprise software ages every day.

Most organizations outside the technology sector lack internal product teams dedicated to continuously maintaining and evolving software. The result: expensive modernization cycles, recurring security exposure, and long-term operational risk.

Technical debt
Outdated dependencies
Vulnerable libraries
Unsupported frameworks
Security risks
Operational complexity
Why now

More software is being created than ever.

Agentic development tools are dramatically increasing the volume of internal enterprise software. Every new application still needs to be maintained, secured, updated, and evolved. EternalStack gives non-technology organizations the product evolution capability they don't have internally.

Vision

A new deployment paradigm.

Cloud providers host software, but companies still need teams to maintain, secure, and evolve it. EternalStack introduces a new model — software deployed on a continuous evolution layer that prevents it from becoming legacy in the first place.

static hostingcontinuous autonomous evolution
Use cases

Two ways to use EternalStack.

Greenfield

New Software

Deploy new enterprise applications on EternalStack from day one so they remain secure, updated, and maintainable over time.

Brownfield

Legacy Modernization

Modernize existing legacy systems first, then transition them into EternalStack's recurring autonomous maintenance lifecycle.

The platform

Continuous autonomous software evolution.

EternalStack connects to enterprise codebases, continuously analyzes them for vulnerabilities, outdated dependencies, obsolete frameworks, and modernization opportunities — then proposes remediation, validates impact, and coordinates safe updates through CI/CD.

module
Codebase analysis
module
Dependency & vulnerability detection
module
Framework modernization
module
Generated remediation plans
module
Safety & validation checks
module
Rollback planning
module
CI/CD integration
module
Continuous maintenance loop
How it works

Five stages, one continuous loop.

01
Analyze

Connects to your codebase, documentation, dependencies, and software architecture.

02
Detect

Identifies outdated libraries, vulnerable components, unsupported frameworks, and technical debt.

03
Plan

Agents generate modernization recommendations, remediation paths, and upgrade plans.

04
Validate

Runs safety checks, tests, risk scoring, impact analysis, and approval gates.

05
Evolve

Approved updates deploy through CI/CD, and the software continues evolving over time.

Architecture

Built as a continuous software evolution layer.

A composable pipeline that ingests code, reasons about it with retrieval-grounded agents, and ships safe changes through your existing CI/CD.

eternalstack.pipeline.graph
streaming
layer 00
Enterprise Codebase
input
Java · .NET · Python · Legacy · Migrated apps

Source of truth. Existing repositories across stacks and generations connect securely as the input surface.

layer 01
Code Ingestion Layer
Secure connectors · normalized representation

Pulls source, history, manifests, and build metadata into a unified working set for downstream analysis.

layer 02
Static Code Analysis
AST · dependency graphs · architecture maps

Builds a structural understanding of every service: call graphs, modules, frameworks, and hotspots.

layer 03
Vulnerability & Obsolescence Engine
CVEs · EOL libraries · framework drift

Cross-references components against known vulnerabilities, end-of-life signals, and modernization triggers.

layer 04
Agentic Orchestration
core
LangGraph · stateful multi-agent workflows

Coordinates specialized agents across analysis, planning, validation, and deployment as a durable graph.

layer 05
LLM Reasoning Layer
OpenAI · Claude · Gemini · OSS coding models

Pluggable model layer for code understanding, refactor synthesis, and migration reasoning.

layer 06
Remediation Planner
Dependency upgrades · refactors · framework updates

Generates concrete change plans with diffs, ordering, and blast-radius scoped to each service.

layer 07
Safety & Validation Layer
gate
Tests · risk scoring · impact analysis · rollback · approval

Every change passes through automated checks and a human or policy approval gate before release.

layer 08
CI/CD Execution
Jenkins · GitHub Actions · GitLab CI

Approved changes flow through your existing pipelines — no replacement of build or release tooling.

layer 09
Container Build & Deployment
Kubernetes · OpenShift

Builds, signs, and rolls out updated workloads to your orchestrated runtime environments.

layer 10
Runtime Monitoring & Feedback
Health · regressions · production telemetry

Observes deployed changes in production and feeds outcomes back into the evolution loop.

layer 11
Learning Loop
loop
Accepted / rejected fixes · failures · patterns

Captures what worked, what didn't, and why — improving future recommendations across the platform.

LLMs
OpenAI · Claude · Gemini · OSS coding models
Orchestration
LangGraph
Context
RAG over code, docs, CVEs, changelogs
CI/CD
Jenkins · GitHub Actions · GitLab CI
Deployment
Kubernetes · OpenShift
Safety
Risk scoring · tests · rollback · approval gates
Differentiation

Not another code assistant.

Code assistants help developers write code. Vulnerability scanners detect problems. CI/CD tools deploy software. EternalStack closes the loop — detect, plan, validate, deploy, and continuously maintain.

Category
Traditional Tools
EternalStack
Vulnerability scanners
Detect issues only
Detects and remediates continuously
AI coding assistants
Generate code
Maintains the full software lifecycle
CI/CD tools
Deploy changes
Validates and safely evolves software
Consulting firms
One-time modernization
Continuous autonomous evolution
Safety

Autonomy with safety controls.

EternalStack is designed for enterprise environments where one wrong change can break production. The goal is not blind automation — it's safe autonomous maintenance.

Automated tests
Impact analysis
Risk scoring
Policy checks
Human approval gates
Rollback planning
Target customers

Built for organizations whose core business is not software.

For companies that build or operate critical internal software but don't want to maintain large product engineering teams forever.

Banking
Retail
Logistics
Government
Manufacturing
Healthcare
Telecommunications

Keep your software modern forever.

Join the early access program for EternalStack and explore how continuous autonomous software evolution can reduce technical debt, security risk, and modernization costs.

Request early access

Private beta · By invitation