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SPICE simulation → oscilloscope → verification with Claude Code — Lucas Gerads Introducing Claude Opus 4.7 Qwen Studio The Future of Everything is Lies, I Guess: Where Do We Go From Here? GitHub - SeanFDZ/macmind: Single-layer transformer in HyperTalk for the classic Macintosh Show HN: Agent-cache – Multi-tier LLM/tool/session caching for Valkey and Redis Ancient DNA reveals pervasive directional selection across West Eurasia [pdf] AI cybersecurity is not proof of work Moving a large-scale metrics pipeline from StatsD to OpenTelemetry / Prometheus GitHub - Nightmare-Eclipse/RedSun: The Red Sun vulnerability repository GitHub - SethPyle376/hiraeth: Local AWS emulator focused on fast integration testing, with SQS support, SQLite-backed state, and a debug-friendly web UI. A Better Ludum Dare; Or, How to Ruin a Legacy GitHub - macOS26/Agent: Any AI, replaces Claude Code, Cursor, OpenClaw. Over 18 LLM providers (Claude, OpenAI, Gemini, Ollama, Zai, HF, Qwen) wired into a native Mac app that writes code, builds Xcode projects, bumps versions, manages git, automates Safari, use AppleScript, JS or Accessibility, extend Agent! w/ MCP Servers, run tasks from your iPhone via Messages. YouTube now lets you turn off Shorts I Made a Terminal Pager Burgers | マクドナルド公式 Commands — HackerNews CLI documentation ChatGPT for Excel PiCore - Raspberry Pi Port of Tiny Core Linux Live Nation illegally monopolized ticketing market, jury finds Google Broke Its Promise to Me. Now ICE Has My Data. Founding Engineer at Adaptional | Y Combinator CRISPR takes important step toward silencing Down syndrome’s extra chromosome GitHub - saffron-health/libretto: The AI toolkit for building reliable browser automations US v. Heppner (S.D.N.Y. 2026) no attorney-client privilege for AI chats [pdf] Unexpected €54k billing spike in 13 hours: Firebase browser key without API restrictions used for Gemini requests Fragments: April 14 Cal.com Goes Closed Source: Why AI Security Is Forcing Our Decision | Cal.com - Scheduling Software for Online Bookings Laravel raised money and now injects ads directly into your agent Codex Hacked a Samsung TV
GitHub - AliAmmar15/Velonus: AI-native security copilot f...
AliAmmar15 · 2026-05-15 · via Hacker News: Front Page

CI PyPI Python License: MIT Alpha

Security scanning for Python developers that actually tells you how to fix things.
One command. Five scanners. Zero noise.

pip install velonus
velonus scan ./your-project

Requires Python 3.10+


Demo

$ velonus scan ./myapp

  Scanning with 5 tools...

  secrets    ████████████████████  0.3s
  bandit     ████████████████████  2.1s
  semgrep    ████████████████████  4.2s
  pip-audit  ████████████████████  1.8s
  safety     ████████████████████  1.2s

 ┌──────────────┬──────────────────────────────────────────┬──────────────────┬──────────┐
 │ Severity     │ Finding                                  │ Location         │ Tool     │
 ├──────────────┼──────────────────────────────────────────┼──────────────────┼──────────┤
 │ 🔴 CRITICAL  │ Hardcoded AWS secret key                 │ config.py:14     │ secrets  │
 │ 🔴 CRITICAL  │ Hardcoded OpenAI API key                 │ llm_client.py:8  │ secrets  │
 │ 🔴 CRITICAL  │ SQL injection via string format          │ db/queries.py:41 │ semgrep  │
 │ 🟠 HIGH      │ Use of MD5 for password hashing          │ auth/utils.py:27 │ bandit   │
 │ 🟠 HIGH      │ requests 2.28.0 — CVE-2023-32681 (8.1)  │ requirements.txt │ pip-aud  │
 │ 🟡 MEDIUM    │ Shell injection via subprocess           │ runner.py:19     │ bandit   │
 │ 🟡 MEDIUM    │ Hardcoded JWT secret                     │ auth/tokens.py:3 │ secrets  │
 └──────────────┴──────────────────────────────────────────┴──────────────────┴──────────┘

  3 CRITICAL  │  7 HIGH  │  12 MEDIUM  │  34 LOW

What It Detects

Category Tool What it catches
Hardcoded secrets trufflehog + entropy API keys, AWS creds, JWT tokens, PEM keys
Python SAST Bandit Injections, weak crypto, unsafe shell exec
Pattern analysis Semgrep OWASP Top 10 vulnerability patterns
Dependency CVEs pip-audit Known CVEs with CVSS v3 scores
Vulnerability DB Safety Package vulnerability cross-reference

All findings are normalized to a unified schema with CWE tags, OWASP Top 10 categories, and deterministic fingerprints for deduplication.


Output Formats

velonus scan ./                         # Rich terminal table (default)
velonus scan ./ --format json           # JSON array — pipe to jq, scripts, etc.
velonus scan ./ --sarif                 # SARIF file → GitHub Security tab
velonus scan ./ --severity high         # Filter to HIGH and CRITICAL only
velonus scan ./ -o results/scan.sarif   # Write SARIF to a custom path

CI Integration

- name: Velonus security scan
  run: |
    pip install velonus
    velonus scan . --sarif -o velonus.sarif

- name: Upload to GitHub Security tab
  uses: github/codeql-action/upload-sarif@v4
  with:
    sarif_file: velonus.sarif

Velonus exits 1 on CRITICAL or HIGH findings — use it as a hard CI gate.


Roadmap

Phase Status
Phase 0 — CLI + secret detection Done
Phase 1 — Full scanner pipeline (Bandit, Semgrep, pip-audit, Safety) Done
🔨 Phase 2 — AI context engine (exploitability scoring + fix generation) Building
🔜 Phase 3 — GitHub PR integration (inline fixes, one-click accept) Planned
🔜 Phase 4 — Web dashboard Planned

Alpha Notice

Velonus is in alpha. It works — we use it ourselves — and we want your feedback.
Expect rough edges. Report issues and we will fix them fast.


Contributing

See CONTRIBUTING.md for dev setup, test instructions, and PR guidelines.
Found a security issue? See SECURITY.md.
All contributions welcome — especially scanner improvements and false-positive reports.


License

MIT — see LICENSE.

Install uv if you don't have it

pip install uv

Install all workspace packages

uv sync --all-extras --dev

Activate the virtual environment

source .venv/bin/activate # macOS/Linux .venv\Scripts\Activate.ps1 # Windows PowerShell

Install the CLI in editable mode

pip install -e apps/cli pip install -e packages/scanner pip install -e packages/normalizer


**Verify the install:**

```bash
velonus --help

Usage

Scan a project

# Scan the current directory
velonus scan ./

# Scan a specific path
velonus scan ./src

# Only show HIGH and above
velonus scan ./ --severity high

# Verbose output (shows per-tool timing)
velonus scan ./ --verbose

Output formats

# Default: rich terminal table
velonus scan ./

# JSON (pipe-friendly)
velonus scan ./ --format json

# Write a SARIF file (for GitHub Security tab)
velonus scan ./ --sarif

# Write SARIF to a custom path
velonus scan ./ -o results/velonus.sarif

Use in CI (GitHub Actions)

- name: Velonus security scan
  run: velonus scan . --sarif -o velonus-results.sarif

- name: Upload to GitHub Security tab
  uses: github/codeql-action/upload-sarif@v4
  with:
    sarif_file: velonus-results.sarif

Velonus exits with code 1 when CRITICAL or HIGH findings are detected — use this as a CI gate.

Pre-commit hook

# .pre-commit-config.yaml
repos:
  - repo: local
    hooks:
      - id: velonus
        name: Velonus security scan
        entry: velonus scan
        language: system
        pass_filenames: false
        args: ["./", "--severity", "high"]

Example Output

✓ Running secret detection...          [0.3s]
✓ Running Bandit...                    [2.1s]
✓ Running Semgrep...                   [4.2s]
✓ Running pip-audit...                 [1.8s]
✓ Running Safety...                    [1.2s]
──────────────────────────────────────────────
  3 CRITICAL  │  7 HIGH  │  12 MEDIUM  │  34 LOW

⚠ CRITICAL  Hardcoded AWS key detected
  → src/config.py:14
  CWE-798 · A07:2021

Tech Stack

  • CLI — Python, Typer, Rich
  • API — FastAPI, PostgreSQL, ARQ
  • AI — Anthropic Claude (Sonnet for fixes, Haiku for triage)
  • Scanners — Semgrep, Bandit, pip-audit, Safety
  • Dashboard — Next.js, Tailwind, shadcn/ui
  • Auth — Clerk
  • Infra — Docker, Railway

Target Users

  • Python developers and AI startups
  • Small SaaS teams without a dedicated security team
  • Engineers who want security that fits into their workflow

Contributing

Velonus is currently in private development. Contribution guidelines will be published when the CLI core is open sourced after Phase 5.

See CONTRIBUTING.md for setup instructions that apply today.


License

Private — All rights reserved until open source release.