Broly

README

Broly A berserker code security scanner. Secrets · SCA · SAST in a single binary. AI-powered. No rule files. No rule engine.

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What It Does

Broly runs three security scanners in parallel on your codebase and delivers results in seconds:

Scanner	Engine	AI Layer
Secrets	Titus · 487 rules · Hyperscan	--ai-filter-secrets eliminates false positives
SCA	osv-scalibr + osv.dev · 19 ecosystems	--ai-sca-reachability checks if the vuln is actually called
SAST	Together AI · Qwen/Qwen3-Coder-Next-FP8	Always-on · source-to-sink data flow · CVSS scoring
Dockerfile	AI-powered · Dockerfile, Containerfile, Compose	Privilege escalation, secret exposure, dangerous mounts

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Install

Go install (any platform):

go install github.com/Shasheen8/Broly/cmd/broly@latest

Linux - pre-built binary from Releases.

macOS - build from source with Hyperscan (faster secrets scanning):

brew install vectorscan
git clone https://github.com/Shasheen8/Broly.git
cd Broly && make build

[!TIP] go install uses pure Go regex for secrets. The source build enables Hyperscan via -tags vectorscan for significantly faster pattern matching on large codebases.

SAST / AI features require a Together AI key:

export TOGETHER_API_KEY=your_key_here

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Usage

broly scan                                         # all scanners, current directory
broly scan /path/to/project                        # specific path

# individual scanners
broly scan --secrets                               # secrets only
broly scan --sca                                   # SCA only
broly scan --sast                                  # SAST only (requires TOGETHER_API_KEY)


# AI enhancements
broly scan --ai-filter-secrets                     # filter secrets false positives with AI
broly scan --ai-sca-reachability                   # check if vulnerable deps are actually called
broly scan --ai-triage                             # verdict (TP/FP) + fix suggestion per finding
broly scan --ai-triage --explain                   # + concise attack-scenario sentence per finding
broly scan --ai-model Qwen/Qwen3-Coder-Next-FP8    # override model (default)


# output
broly scan -f json                                 # JSON output
broly scan -f sarif -o results.sarif               # SARIF 2.1.0 for GitHub Code Scanning
broly scan --min-severity high                     # only high and critical
broly scan --quiet                                 # suppress progress output


# config
broly scan --config .broly.yaml                    # load project config file
broly scan --baseline .broly-baseline.yaml         # suppress known FPs / require specific findings
broly scan --incremental                           # skip unchanged files (uses .broly-cache.json)
broly scan --sca --offline                         # skip OSV API lookup

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Scanner Output

SAST

Each file is sent to Qwen/Qwen3-Coder-Next-FP8 with a structured security prompt. The model traces data flow from source to sink, infers CVSS scores, and finds what static rules miss.

  ▸ SAST (4 findings)

  SEVERITY     ISSUE                            FILE                      DESCRIPTION
  ──────────────────────────────────────────────────────────────────────────────────────────────────
  CRITICAL     SQL injection via unsanitize..   api/handlers.py:10        User input flows directly ..
  CRITICAL     OS command injection via uns..   api/handlers.py:15        OS command injection via u..
  HIGH         Path traversal in read_file      api/handlers.py:20        Path traversal in read_fil..
  HIGH         Insecure deserialization via..   api/handlers.py:25        Insecure deserialization v..

Dockerfile and Compose

Dockerfiles, Containerfiles, and Compose files are auto-detected and scanned with specialized security prompts. Covers privilege escalation, hardcoded secrets, dangerous mounts, unpinned base images, curl-pipe-bash, and more.

  ▸ SAST (18 findings)

  SEVERITY     ISSUE                            FILE                                DESCRIPTION
  ──────────────────────────────────────────────────────────────────────────────────────────────────
  CRITICAL     Hardcoded secrets (DB_PASSWO..   Dockerfile:0                        An attacker with access to t..
  CRITICAL     Container is running in priv..   docker-compose.yml:0                An attacker who compromises ..
  CRITICAL     Docker socket mounted            docker-compose.yml:0                Full control over Docker dae..
  HIGH         ADD from remote URL              Dockerfile:9                        MITM or compromised source c..
  HIGH         curl piped to bash               Dockerfile:10                       Compromised script runs as r..
  MEDIUM       Running as root (no USER)        Dockerfile:0                        Increases blast radius of an..
  MEDIUM       Unpinned base image :latest      Dockerfile:1                        May pull a changed or compro..
  ...

Secrets

487 rules covering AWS, GCP, Azure, GitHub, OpenAI, Anthropic, Slack, Stripe, SSH/PGP keys, database URIs, JWTs, and more.

--ai-filter-secrets reads surrounding code context and filters out placeholders, test values, and examples:

  ▸ SECRETS (3 findings)

  SEVERITY     RULE                             FILE                      REDACTED
  ──────────────────────────────────────────────────────────────────────────────────
  HIGH         AWS API Key                      config/example.py:6       AKIA****MPLE
  HIGH         AWS API Credentials              config/example.py:6       AKIA****KEY"
  HIGH         GitHub Personal Access Token     config/example.py:9       ghp_****8B4a

With --ai-filter-secrets: ✔ No findings detected. Clean scan!

SCA

19 ecosystems (Go, Python, JS, Ruby, Rust, Java, PHP, .NET, Dart, C/C++, and more), 50+ lockfile formats.

  ▸ SCA (13 findings)

  SEVERITY     VULN ID                PACKAGE            VERSION        FIXED            ECOSYSTEM
  ──────────────────────────────────────────────────────────────────────────────────────────────────
  MEDIUM       GHSA-9hjg-9r4m-mvj7    requests           2.31.0         no fix           PyPI
  MEDIUM       GHSA-496j-2rq6-j6cc    grpcio             1.54.0         no fix           PyPI
  MEDIUM       GHSA-cfgp-2977-2fmm    grpcio             1.54.0         no fix           PyPI
  ...

--ai-sca-reachability checks whether the vulnerable functions are actually called. Unreachable findings are downgraded one severity level and tagged [Unreachable].

AI Triage

--ai-triage labels each finding TRUE/FALSE positive with a confidence score and a fix. --explain adds a one-sentence attack scenario:

  CRITICAL     SQL injection via unsanitize..   api/handlers.py:10        User input flows directly ..
  🔺 TRUE_POSITIVE [HIGH]  User input flows directly into raw SQL query without parameterization
      An attacker sends id=1 OR 1=1 to dump the entire users table.
    fix:
      query = "SELECT * FROM users WHERE id = %s"
      cursor.execute(query, (user_id,))

  HIGH         Path traversal in read_file      api/handlers.py:20        Path traversal in read_fil..
  🟢 FALSE_POSITIVE [HIGH]  File path is validated against an allowlist before use

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Developer Feedback Loop

Check a box in the PR comment to mark a finding as a false positive. Broly verifies write access, commits the fingerprint to .broly-baseline.yaml, and the finding never surfaces again.

- [ ] 🔴 CRITICAL · SQL injection in get_user() · api/handlers.py:7

Suppressions accumulate over time; each repo builds its own false positive memory.

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Configuration

Config file

[!TIP] .broly.yaml is loaded automatically from the repo root. CLI flags always override it. See .broly.yaml for a working example.

min_severity: low
exclude_paths:
  - vendor
  - .git
workers: 8

Baseline

[!NOTE] suppress silences known false positives. require asserts specific findings must be detected every scan; missing entries cause a non-zero exit. See .broly-baseline.yaml for a working example.

suppress:
  - fingerprint: "abc123..."
    reason: "test fixture"

require:
  - rule_id: "SQL-INJECTION"
    file: "api/handlers.py"
    reason: "SQL injection in user lookup - must be detected"

Inline suppression

query = "SELECT * FROM users WHERE id = " + user_id  # broly:ignore
query = f"SELECT * FROM users WHERE id = {user_id}"  # broly:ignore SQL-INJECTION

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Acknowledgments

Broly stands on the shoulders of some excellent open-source projects:

Project	Role
Titus	Secrets engine: 487 rules, Hyperscan + Go regex
osv-scalibr	Lockfile extraction across 50+ formats
osv.dev	Vulnerability database by Google
Together AI	AI inference for SAST, triage, and reachability

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License

MIT. See LICENSE for the full text.