aegis

From ticket to reviewed, tested change — on your own machine.

An AI engineering workspace that connects your issue tracker, your Git repositories and your AI models. Agents do the work; real gates and a human approve it.

Coding Assistant Testing Assistant Manager Assistant 33 built-in reports Cloud or local LLMs

What aegis does for your team

Three AI assistants on the same projects, trackers and code

For developers

Coding Assistant

Start Fix on a ticket: branch, plan, code, test and review in an isolated worktree
DevMate heals failing tests and CI, reviews changes, dry-runs PRs
Fix a UI bug from a screenshot or screen recording
Copilot CLI, Claude Code, Codex, Antigravity, Aider or fully local models

For QA & testers

Testing Assistant

Test cases, test data, BDD audit and coverage check on every ticket
Scaffold Playwright, PyTest or Postman suites in one click
Step recorder with visual AI self-healing selectors
PII-safe synthetic data, schedules, traceability, CI webhooks

For leads & managers

Manager Assistant

Flags PRs waiting for review, blocked tickets and SLA breaches
Daily standup and weekly digest to Teams, Slack or Outlook
TimesFM velocity forecasts with confidence bands
Executive portfolio and project planning across every project

Automated reporting

Report Engine

33built-in reports + a dynamic report builder

TimesFM Predictive 8 Cross-Tracker 10 General Analytics 10 AI Summarization 5 Scheduled to Teams & Slack

Works with your stack

Integrations

Jira, Backlog, Redmine, Confluence
GitHub, GitLab, Bitbucket Cloud & Server
Teams, Slack, Outlook, Entra ID SSO, MCP

Automated report engine

33 built-in reports across every tracker

TimesFM Predictive8

Sprint Velocity Forecast
Milestone Delivery Predictor
CI/CD Runtime Drift
Review & PR Workload
LLM Token & Cost Forecast
SLA Breach Horizon
Defect Inflow vs Resolution
Capacity Deficit

Cross-Tracker10

Missed Due Date
SLA Report
Time-Period Report
Current Open Sprint
Status
Velocity
Bug Ratio
Lead Time
Workload
Blockers

General Analytics10

User Activity
Project Health
Time Tracking
Cost Estimation
Resource Allocation
Risk Assessment
Quality Metrics
Release Notes
Dependencies
Milestone Tracking

AI Summarization5

AI Sprint Summary
AI Risk Prediction
AI Workload Optimization
AI Code Review
AI Issue Triage

Build your own with pie, donut, bar, line, area, table and stat widgets — schedule any report to Microsoft TeamsSlack

Integrations

Connect once — every project, agent, report and alert reuses it

Issue tracking

JiraBacklogRedmineGitHub IssuesGitLab Issues

Source control

GitHubGitLabBitbucket CloudBitbucket Server

Chat, mail & identity

Microsoft TeamsSlackOutlook / M365Entra ID SSO

Knowledge & tools

ConfluenceMCP serverWebhooksCI/CD

Cloud AI models

OpenAIClaudeGeminiAzure OpenAIAWS BedrockVertexGroqMistralOpenRouterLiteLLM

Local AI models

OllamaLM StudiovLLMllama.cpp

Coding CLIs

Copilot CLIClaude CodeCodexAiderRovo

Architecture

Runs on your machine or your server

In the browser

CRM:5180 · React + Vite

Standalone Chat:5185

Public Portal:5190 · docs & academy

→

Backend · FastAPI:8020 · /api/v1

Workflow engine & agent squadsReports & TimesFM forecastsConnectors & alertsMCP server

⇄

PostgreSQL + pgvectorprojects, issues, runs, vector search

AI modelscloud APIs · Ollama · Copilot / Rovo CLI

Trackers, Git & chatJira · Backlog · Redmine · GitHub · GitLab · Bitbucket · Teams · Slack · Outlook

Local Companion Agent · :47771Git worktrees · tests · security scans · coding CLIs · Playwright → your repositories

How a ticket becomes a change

Agents do the work. Real tools and a human approve it.

TicketJira · Backlog
Redmine

→

Branchisolated worktree

→

Plananalysis & tasks

→

Implementagent / coding CLI

→

Test gateyour suites + lint

→

Security gatesemgrep · trivy
gitleaks

→

Reviewdiff review

→

Approvehuman in the loop

→

Shipcommit · PR
tracker

↺ Self-healing: a failing test or security gate sends the run back to Implement. A tool that is not installed is reported as not installed, never as a pass.