Aetheris — AI Code Review That Actually Works
10 AI agents. Automated vulnerability detection. Minutes instead of hours.
View Full Download History | Detailed Statistics
Quick Start | Demo | Architecture | Documentation
Help Shape Aetheris
Should Aetheris become Open Source? Cast your vote
Stop Shipping Bugs. Start Shipping Confidence.
Your code reviews are broken. Senior devs spend hours reviewing PRs. Junior devs miss critical bugs. Security vulnerabilities slip into production. Sound familiar?
Aetheris fixes this. It's like having a senior developer, security expert, and architect review every commit — in minutes, not hours.
| Your Pain Point | Aetheris Solution |
|---|---|
| "Code review takes forever" | Fast automated scans |
| "We keep shipping the same bugs" | Consistent, thorough reviews 24/7 |
| "Security audits are expensive" | Built-in CVE + OWASP scanning |
| "Junior devs miss edge cases" | AI catches what humans miss |
| "We're locked into [expensive tool]" | Pay-per-use, switch providers anytime |
pip install adryserage-aetheris && aetheris analysis
That's it. No account creation. No credit card. No 30-minute setup call.
Features
- Interactive CLI (v3.0) — REPL interface with
aetheris --clifor conversational code analysis - Skills System (v3.0) — AI agents can read/write files, execute commands, and search code
- MCP Integration (v3.0) — Connect to Model Context Protocol servers for extended capabilities
- Custom Skills (v3.0) — Define your own skills via YAML configuration
- Headless Mode (v2.8) — Non-interactive execution for CI/CD with
aetheris run <task-file> - Deterministic Execution — Reproducible results with
--seedand--no-timestampsoptions - Security Profiles — Control operations with
--profile safe|ci|dev|unrestricted - Configurable Timeout — Set analysis duration with
--timeout 30m,--timeout 2h, or--timeout 0(unlimited) - Heartbeat Monitor — Progress indicator every 10 minutes for long-running analyses
- Incremental Reanalysis — Use
--reanalyze/-rto analyze only files changed since last run - Smart Change Detection — Auto-detects modifications via git diff or file timestamps
- Cost-Efficient Updates — Skip unchanged files, preserve previous results, reduce API calls
- Graceful Interruption — Partial results saved when timeout is reached
- Multi-Provider Support — Switch between Gemini, OpenAI, and Claude with
--provider - Auto-Fix Integration — Fix issues automatically with Claude Code via
aetheris fix --auto - GitHub Integration — Create issues, review PRs, generate fix PRs directly
- Smart Caching — 60-80% cost reduction on repeat analyses
- Artifact Cleanup — Remove development artifacts before packaging with
aetheris cleanup - Secret Scanner — Detect exposed credentials with confidence levels (high/medium/low)
- Package Validation — Pre-publication security checks with
aetheris validate-package - Multi-Language Support — CLI available in English and French with
--langflag orAETHERIS_LANGenv var
| Traditional Tools | Aetheris |
|---|---|
| Thousands of noisy warnings | Actionable insights only |
| Pattern matching (shallow) | Context-aware AI (deep) |
| Security OR quality OR architecture | All 10 agents working together |
| Suggestions you ignore | Auto-fix that actually works |
Pricing That Makes Sense
No subscriptions. No per-seat licensing. Just pay for what you use.
| What You Get | Enterprise SaaS | Aetheris |
|---|---|---|
| Monthly cost (10 devs) | $200-500/mo | $5-20/mo |
| Your code stays... | On their servers | With your AI provider |
| Vendor lock-in | Yes | Switch providers anytime |
| Auto-fix capability | Suggestions only | Actual code changes |
Real Cost Example (1,000 files)
| Provider | Economy Model | With 70% Cache |
|---|---|---|
| Gemini Flash | ~$3-10 | ~$1-3 |
| GPT-4o-mini | ~$5-15 | ~$2-5 |
| Claude Haiku | ~$10-20 | ~$3-6 |
Smart caching skips unchanged files. Expect 60-80% cost reduction on repeat analyses.
Pricing Note: AI API pricing changes frequently. Check current rates: Gemini | OpenAI | Anthropic
How It Works
Architecture
Aetheris coordinates 10 specialized AI agents through a central orchestrator. Each agent analyzes a specific domain, and the QA Synthesis agent consolidates findings into prioritized, actionable reports.
10 Specialized AI Agents
Core Agents (6)
| Agent | Responsibility |
|---|---|
| Security | SQL injection, XSS, secrets in code, OWASP Top 10, weak crypto |
| Architecture | Coupling issues, circular dependencies, anti-patterns, layering violations |
| Code Quality | Dead code, complexity hotspots, edge cases, maintainability issues |
| Metrics | Cyclomatic complexity, duplication, maintainability index, LOC stats |
| Dependency | CVE scanning via OSV database, outdated packages, license compliance |
| QA Synthesis | Prioritizes findings, eliminates false positives, generates final report |
Extended Agents (4) — v2.10+
| Agent | Responsibility |
|---|---|
| Type Safety | any usage, unsafe casts, type ignores, null safety issues |
| Performance | O(n²) complexity, N+1 queries, memory leaks, blocking async |
| API Contract | REST violations, HTTP method issues, breaking changes, undocumented endpoints |
| Data Privacy | PII logging, missing encryption, GDPR/HIPAA/PCI-DSS/CCPA compliance |
Integration Points
| Integration | How It Works |
|---|---|
| AI Providers | Gemini (default), OpenAI, Claude — switch with --provider flag |
| GitHub | Create issues from findings, review PRs, generate fix PRs |
| CI/CD | GitHub Actions template included, GitLab CI, Jenkins compatible |
| Output Formats | Markdown reports, JSON metrics, console summaries |
Features
- Headless Mode (v2.8) — Non-interactive execution for CI/CD with
aetheris run <task-file> - Deterministic Execution — Reproducible results with
--seedand--no-timestampsoptions - Security Profiles — Control operations with
--profile safe|ci|dev|unrestricted - Configurable Timeout — Set analysis duration with
--timeout 30m,--timeout 2h, or--timeout 0(unlimited) - Heartbeat Monitor — Progress indicator every 10 minutes for long-running analyses
- Incremental Reanalysis — Use
--reanalyze/-rto analyze only files changed since last run - Smart Change Detection — Auto-detects modifications via git diff or file timestamps
- Cost-Efficient Updates — Skip unchanged files, preserve previous results, reduce API calls
- Graceful Interruption — Partial results saved when timeout is reached
- Multi-Provider Support — Switch between Gemini, OpenAI, and Claude with
--provider - Auto-Fix Integration — Fix issues automatically with Claude Code via
aetheris fix --auto - GitHub Integration — Create issues, review PRs, generate fix PRs directly
- Smart Caching — 60-80% cost reduction on repeat analyses
- Artifact Cleanup — Remove development artifacts before packaging with
aetheris cleanup - Secret Scanner — Detect exposed credentials with confidence levels (high/medium/low)
- Package Validation — Pre-publication security checks with
aetheris validate-package - Multi-Language Support — CLI available in English and French with
--langflag orAETHERIS_LANGenv var
# Full analysis
aetheris analysis
# Incremental reanalysis (changed files only)
aetheris analysis --reanalyze
# With timeout for large codebases
aetheris analysis -r --timeout 30m
# Headless mode for CI/CD (v2.8)
aetheris run task.json --profile ci
# Auto-fix issues
aetheris fix --analyze-first --auto
See It In Action
# Analyze your entire codebase
$ aetheris analysis
Scanning 127 files...
Running 10 AI agents...
CRITICAL: SQL injection in user_service.py:45
HIGH: Hardcoded API key in config.py:12
HIGH: N+1 query pattern in orders.py:78-92
MEDIUM: Circular dependency: auth -> users -> auth
23 issues found | 4 critical | 8 high | 11 medium
Report: docs/analyses/quality_assurance_report.md
# Auto-fix with Claude Code
$ aetheris fix --analyze-first --auto
Fixed 19/23 issues automatically
Get Started in 30 Seconds
# 1. Install
pip install adryserage-aetheris
# 2. Configure (free Gemini API key: https://ai.google.dev)
echo "GEMINI_API_KEY=your_key" > .env
echo ".env" >> .gitignore # IMPORTANT: Never commit API keys
# 3. Analyze
aetheris analysis
Complete Command Suite
| Command | Purpose | Example |
|---|---|---|
aetheris analysis |
Deep codebase scan | aetheris analysis --reanalyze --timeout 30m |
aetheris run |
Headless execution for CI/CD | aetheris run task.json --profile ci |
aetheris stats |
View statistics & ROI dashboard | aetheris stats --period week --export json |
aetheris fix |
Auto-fix with Claude Code | aetheris fix --analyze-first --auto |
aetheris pr |
GitHub PR reviews | aetheris pr --url <pr-url> |
aetheris issues |
Create GitHub issues | aetheris issues --labels security |
aetheris user-story |
Flow analysis | aetheris user-story --auto |
aetheris pr-gen |
Generate fix PRs | aetheris pr-gen --link-issues |
aetheris cleanup |
Remove artifacts before packaging | aetheris cleanup --dry-run |
aetheris validate-package |
Pre-publication security check | aetheris validate-package --fix |
Works With Your Stack
Python | TypeScript | JavaScript | Go | Rust | Java | Kotlin | Swift | Dart/Flutter | C/C++ | C# | PHP | Ruby
AI Providers: Gemini | OpenAI | Claude (Anthropic)
CI/CD: GitHub Actions template included | GitLab CI | Jenkins
Roadmap
| Version | Status | Highlights |
|---|---|---|
| v2.8 | ✅ Done | Headless mode for CI/CD automation |
| v2.9 | ✅ Done | Persistent config (config.json) |
| v2.10 | ✅ Done | 4 new agents (performance, API, type safety, data privacy) |
| v2.11 | ✅ Done | Agent selection (--agents, --preset, --category) |
| v2.12 | ✅ Done | Safety profiles (--profile safe|ci|yolo) |
| v2.13 | ✅ Done | CI/CD templates (GitHub Actions workflow) |
| v3.0 | ✅ Done | Interactive CLI, Skills system, MCP integration |
Documentation
Full Documentation — Complete guides, tutorials, and API reference
| Getting Started | Reference | Advanced |
|---|---|---|
| Quick Start Guide | CLI Commands | GitHub Actions |
| Installation | AI Providers | Extending Agents |
| Configuration | Analysis Agents | Troubleshooting |
Local docs: docs/ — Markdown source files
Important Safety Information
Safety Profiles (v2.12)
Aetheris provides three safety profiles to control execution boundaries:
| Profile | Network | Diff Limit | Repair Loops | Best For |
|---|---|---|---|---|
safe (default) |
AI only | 500 lines | 3 | Local development |
ci |
Full | 1000 lines | 5 | CI/CD automation |
yolo |
Full | Unlimited | 10 | Power users |
# Safe mode (default) - recommended
aetheris analysis --profile safe
# CI mode - for automated pipelines
aetheris analysis --profile ci
# YOLO mode - requires confirmation
aetheris analysis --profile yolo --yes
Safe mode restrictions:
- Blocks auxiliary network calls (web search disabled)
- Validates commands against allowlist
- Limits diff size to 500 lines
- Limits repair loops to 3 iterations
CI mode features:
- Fail-fast on errors (non-zero exit)
- No interactive prompts
- Audit logging to
aetheris-audit.jsonl - Machine-readable output
Data Privacy Notice
Aetheris sends your source code to third-party AI providers (Google Gemini, OpenAI, or Anthropic) for analysis. Before using on proprietary codebases:
- Review your organization's data policies — Some companies prohibit sending source code to external services
- Use Enterprise/Zero Data Retention plans:
- Google Vertex AI — Data not used for training
- OpenAI Enterprise — Zero data retention
- Anthropic API — Data not used for training by default
- Check data residency requirements — For regulated industries (healthcare, finance)
Your API keys are never shared — Aetheris connects directly to your chosen provider.
Auto-Fix Safety Guidelines
The --auto flag applies AI-generated code changes without human review. Risks include:
| Risk | Description |
|---|---|
| Hallucinations | LLMs may generate plausible but incorrect code |
| Security vulnerabilities | Fixes may introduce new attack vectors |
| Business logic removal | AI may delete critical code paths |
Safe workflow:
aetheris fix --analyze-first --auto # Run fixes
git diff # Review ALL changes (mandatory)
pytest # Run tests
git add -p # Stage interactively
Ready to Ship Better Code?
pip install adryserage-aetheris && aetheris analysis
Install from PyPI | View on GitHub | Get Free Gemini API Key
Built with care by Adryan Serage
1 maintainer
Metadata
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Release files for adryserage-aetheris 3.0.0
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Built distributions (wheels)
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| Tags | CPython 3.11 macOS 11.0+ ARM64 |
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