{"adoption": {"forks": 1030, "observed_at": "2026-08-28T04:09:15.720323+00:00", "stars": 5335}, "canonical_url": "https://ross.abutalabs.com/products/decepticon", "card": {"archived": false, "artifact_type": "application", "description": "Autonomous Hacking Agent for Red Team", "domain": ["security", "penetration-testing", "artificial-intelligence", "large-language-models"], "enriched": true, "function": ["agent-framework", "penetration-testing", "llm-inference", "security", "cli"], "health_score": 100, "homepage": "https://decepticon.red", "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["PurpleAILAB/Decepticon"], "name": "PurpleAILAB/Decepticon", "platform": ["windows", "python", "self-hosted"], "pushed_at": "2026-08-26T10:21:06+00:00", "repo": "PurpleAILAB/Decepticon", "stars": 5335, "tags": ["red-team", "autonomous-hacking", "langgraph", "pentesting", "offensive-security", "llm-agent", "cybersecurity", "ai-agents", "docker", "linux", "macos", "web-server"], "topics": ["agent", "ai", "cybersecurity", "hacking", "langchain", "langgraph", "llm", "generative-ai", "pentesting", "pentest"], "urls": [], "use_cases": ["run autonomous red team engagements against authorized targets", "simulate realistic attacker behavior to test blue team detection", "discover logical and context-based vulnerabilities beyond checklist scanners", "orchestrate LLM-driven pentest agents with scope and OPSEC controls", "generate evidence-backed findings and reports for security assessments", "self-host an AI offensive security agent in Docker"], "what_it_is": "Decepticon is an autonomous AI red-team hacking agent that uses LLMs (built on LangChain/LangGraph) to plan and execute context-aware offensive security engagements under enforced scope, rules of engagement, and an OPPLAN. It is open source and self-hostable via Docker, with an optional managed cloud control plane.", "when_to_avoid": ["you need a traditional compliance-oriented vulnerability scanner with static checklists", "you lack authorization to attack the target systems", "you want a fully free managed service without any LLM token costs", "you need a simple one-shot nmap-style scanning script"], "when_to_choose": ["you need autonomous, context-aware red teaming rather than static vulnerability scanning", "you want runtime-enforced scope, rules of engagement, and OPSEC for AI agents", "you prefer self-hosting with your own LLM provider keys (BYOK)", "you want evidence and transcripts from real attack chains like SQL injection to cross-tenant access"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/decepticon", "repo": "PurpleAILAB/Decepticon", "role": "main", "score": 80}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.720323+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:58:51.652461+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cd55584be8b46ca1bb0accd52377c7b7859d8d8369872bbb18f3d27455c92295", "fetched_at": "2026-08-28T04:09:15.720323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PurpleAILAB/Decepticon"}, {"content_hash": "1decdd78b862e678246f43299b3156219541f145b6dba69b923cb00dbb7215b7", "fetched_at": "2026-08-29T08:53:25.770622+00:00", "kind": "homepage", "missing": false, "url": "https://decepticon.red"}, {"content_hash": "7e24278e74f00545dc3c18d01fe70d15762f1f5feecd60d4bbc7468c1a5c0c62", "fetched_at": "2026-08-29T08:53:25.780043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.decepticon.red/"}, {"content_hash": "e80e5293dd69cd3669c0ad6e0cdd7ccc41990c7ad0f938f23b8dbe8ee975db26", "fetched_at": "2026-08-29T08:53:25.785832+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/decepticon/json"}, {"content_hash": "09672eac3a33ca8cfc812c3760bd30ffb9d6df02d5d15a8a22ede87673dd94a7", "fetched_at": "2026-08-29T08:53:25.782016+00:00", "kind": "site_page", "missing": false, "url": "https://app.decepticon.red/pricing"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.720323+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:58:51.652461+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cd55584be8b46ca1bb0accd52377c7b7859d8d8369872bbb18f3d27455c92295", "fetched_at": "2026-08-28T04:09:15.720323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PurpleAILAB/Decepticon"}, {"content_hash": "1decdd78b862e678246f43299b3156219541f145b6dba69b923cb00dbb7215b7", "fetched_at": "2026-08-29T08:53:25.770622+00:00", "kind": "homepage", "missing": false, "url": "https://decepticon.red"}, {"content_hash": "7e24278e74f00545dc3c18d01fe70d15762f1f5feecd60d4bbc7468c1a5c0c62", "fetched_at": "2026-08-29T08:53:25.780043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.decepticon.red/"}, {"content_hash": "e80e5293dd69cd3669c0ad6e0cdd7ccc41990c7ad0f938f23b8dbe8ee975db26", "fetched_at": "2026-08-29T08:53:25.785832+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/decepticon/json"}, {"content_hash": "09672eac3a33ca8cfc812c3760bd30ffb9d6df02d5d15a8a22ede87673dd94a7", "fetched_at": "2026-08-29T08:53:25.782016+00:00", "kind": "site_page", "missing": false, "url": "https://app.decepticon.red/pricing"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:58:51.652461+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cd55584be8b46ca1bb0accd52377c7b7859d8d8369872bbb18f3d27455c92295", "fetched_at": "2026-08-28T04:09:15.720323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PurpleAILAB/Decepticon"}, {"content_hash": "1decdd78b862e678246f43299b3156219541f145b6dba69b923cb00dbb7215b7", "fetched_at": "2026-08-29T08:53:25.770622+00:00", "kind": "homepage", "missing": false, "url": "https://decepticon.red"}, {"content_hash": "7e24278e74f00545dc3c18d01fe70d15762f1f5feecd60d4bbc7468c1a5c0c62", "fetched_at": "2026-08-29T08:53:25.780043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.decepticon.red/"}, {"content_hash": "e80e5293dd69cd3669c0ad6e0cdd7ccc41990c7ad0f938f23b8dbe8ee975db26", "fetched_at": "2026-08-29T08:53:25.785832+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/decepticon/json"}, {"content_hash": "09672eac3a33ca8cfc812c3760bd30ffb9d6df02d5d15a8a22ede87673dd94a7", "fetched_at": "2026-08-29T08:53:25.782016+00:00", "kind": "site_page", "missing": false, "url": "https://app.decepticon.red/pricing"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.720323+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.720323+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.720323+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:58:51.652461+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cd55584be8b46ca1bb0accd52377c7b7859d8d8369872bbb18f3d27455c92295", "fetched_at": "2026-08-28T04:09:15.720323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PurpleAILAB/Decepticon"}, {"content_hash": "1decdd78b862e678246f43299b3156219541f145b6dba69b923cb00dbb7215b7", "fetched_at": "2026-08-29T08:53:25.770622+00:00", "kind": "homepage", "missing": false, "url": "https://decepticon.red"}, {"content_hash": "7e24278e74f00545dc3c18d01fe70d15762f1f5feecd60d4bbc7468c1a5c0c62", "fetched_at": "2026-08-29T08:53:25.780043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.decepticon.red/"}, {"content_hash": "e80e5293dd69cd3669c0ad6e0cdd7ccc41990c7ad0f938f23b8dbe8ee975db26", "fetched_at": "2026-08-29T08:53:25.785832+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/decepticon/json"}, {"content_hash": "09672eac3a33ca8cfc812c3760bd30ffb9d6df02d5d15a8a22ede87673dd94a7", "fetched_at": "2026-08-29T08:53:25.782016+00:00", "kind": "site_page", "missing": false, "url": "https://app.decepticon.red/pricing"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.720323+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.720323+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:58:51.652461+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cd55584be8b46ca1bb0accd52377c7b7859d8d8369872bbb18f3d27455c92295", "fetched_at": "2026-08-28T04:09:15.720323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PurpleAILAB/Decepticon"}, {"content_hash": "1decdd78b862e678246f43299b3156219541f145b6dba69b923cb00dbb7215b7", "fetched_at": "2026-08-29T08:53:25.770622+00:00", "kind": "homepage", "missing": false, "url": "https://decepticon.red"}, {"content_hash": "7e24278e74f00545dc3c18d01fe70d15762f1f5feecd60d4bbc7468c1a5c0c62", "fetched_at": "2026-08-29T08:53:25.780043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.decepticon.red/"}, {"content_hash": "e80e5293dd69cd3669c0ad6e0cdd7ccc41990c7ad0f938f23b8dbe8ee975db26", "fetched_at": "2026-08-29T08:53:25.785832+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/decepticon/json"}, {"content_hash": "09672eac3a33ca8cfc812c3760bd30ffb9d6df02d5d15a8a22ede87673dd94a7", "fetched_at": "2026-08-29T08:53:25.782016+00:00", "kind": "site_page", "missing": false, "url": "https://app.decepticon.red/pricing"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.720323+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.720323+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.720323+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:58:51.652461+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cd55584be8b46ca1bb0accd52377c7b7859d8d8369872bbb18f3d27455c92295", "fetched_at": "2026-08-28T04:09:15.720323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PurpleAILAB/Decepticon"}, {"content_hash": "1decdd78b862e678246f43299b3156219541f145b6dba69b923cb00dbb7215b7", "fetched_at": "2026-08-29T08:53:25.770622+00:00", "kind": "homepage", "missing": false, "url": "https://decepticon.red"}, {"content_hash": "7e24278e74f00545dc3c18d01fe70d15762f1f5feecd60d4bbc7468c1a5c0c62", "fetched_at": "2026-08-29T08:53:25.780043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.decepticon.red/"}, {"content_hash": "e80e5293dd69cd3669c0ad6e0cdd7ccc41990c7ad0f938f23b8dbe8ee975db26", "fetched_at": "2026-08-29T08:53:25.785832+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/decepticon/json"}, {"content_hash": "09672eac3a33ca8cfc812c3760bd30ffb9d6df02d5d15a8a22ede87673dd94a7", "fetched_at": "2026-08-29T08:53:25.782016+00:00", "kind": "site_page", "missing": false, "url": "https://app.decepticon.red/pricing"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.720323+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.720323+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:58:51.652461+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cd55584be8b46ca1bb0accd52377c7b7859d8d8369872bbb18f3d27455c92295", "fetched_at": "2026-08-28T04:09:15.720323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PurpleAILAB/Decepticon"}, {"content_hash": "1decdd78b862e678246f43299b3156219541f145b6dba69b923cb00dbb7215b7", "fetched_at": "2026-08-29T08:53:25.770622+00:00", "kind": "homepage", "missing": false, "url": "https://decepticon.red"}, {"content_hash": "7e24278e74f00545dc3c18d01fe70d15762f1f5feecd60d4bbc7468c1a5c0c62", "fetched_at": "2026-08-29T08:53:25.780043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.decepticon.red/"}, {"content_hash": "e80e5293dd69cd3669c0ad6e0cdd7ccc41990c7ad0f938f23b8dbe8ee975db26", "fetched_at": "2026-08-29T08:53:25.785832+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/decepticon/json"}, {"content_hash": "09672eac3a33ca8cfc812c3760bd30ffb9d6df02d5d15a8a22ede87673dd94a7", "fetched_at": "2026-08-29T08:53:25.782016+00:00", "kind": "site_page", "missing": false, "url": "https://app.decepticon.red/pricing"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:58:51.652461+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cd55584be8b46ca1bb0accd52377c7b7859d8d8369872bbb18f3d27455c92295", "fetched_at": "2026-08-28T04:09:15.720323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PurpleAILAB/Decepticon"}, {"content_hash": "1decdd78b862e678246f43299b3156219541f145b6dba69b923cb00dbb7215b7", "fetched_at": "2026-08-29T08:53:25.770622+00:00", "kind": "homepage", "missing": false, "url": "https://decepticon.red"}, {"content_hash": "7e24278e74f00545dc3c18d01fe70d15762f1f5feecd60d4bbc7468c1a5c0c62", "fetched_at": "2026-08-29T08:53:25.780043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.decepticon.red/"}, {"content_hash": "e80e5293dd69cd3669c0ad6e0cdd7ccc41990c7ad0f938f23b8dbe8ee975db26", "fetched_at": "2026-08-29T08:53:25.785832+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/decepticon/json"}, {"content_hash": "09672eac3a33ca8cfc812c3760bd30ffb9d6df02d5d15a8a22ede87673dd94a7", "fetched_at": "2026-08-29T08:53:25.782016+00:00", "kind": "site_page", "missing": false, "url": "https://app.decepticon.red/pricing"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:58:51.652461+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cd55584be8b46ca1bb0accd52377c7b7859d8d8369872bbb18f3d27455c92295", "fetched_at": "2026-08-28T04:09:15.720323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PurpleAILAB/Decepticon"}, {"content_hash": "1decdd78b862e678246f43299b3156219541f145b6dba69b923cb00dbb7215b7", "fetched_at": "2026-08-29T08:53:25.770622+00:00", "kind": "homepage", "missing": false, "url": "https://decepticon.red"}, {"content_hash": "7e24278e74f00545dc3c18d01fe70d15762f1f5feecd60d4bbc7468c1a5c0c62", "fetched_at": "2026-08-29T08:53:25.780043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.decepticon.red/"}, {"content_hash": "e80e5293dd69cd3669c0ad6e0cdd7ccc41990c7ad0f938f23b8dbe8ee975db26", "fetched_at": "2026-08-29T08:53:25.785832+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/decepticon/json"}, {"content_hash": "09672eac3a33ca8cfc812c3760bd30ffb9d6df02d5d15a8a22ede87673dd94a7", "fetched_at": "2026-08-29T08:53:25.782016+00:00", "kind": "site_page", "missing": false, "url": "https://app.decepticon.red/pricing"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:58:51.652461+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "cd55584be8b46ca1bb0accd52377c7b7859d8d8369872bbb18f3d27455c92295", "fetched_at": "2026-08-28T04:09:15.720323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/PurpleAILAB/Decepticon"}, {"content_hash": "1decdd78b862e678246f43299b3156219541f145b6dba69b923cb00dbb7215b7", "fetched_at": "2026-08-29T08:53:25.770622+00:00", "kind": "homepage", "missing": false, "url": "https://decepticon.red"}, {"content_hash": "7e24278e74f00545dc3c18d01fe70d15762f1f5feecd60d4bbc7468c1a5c0c62", "fetched_at": "2026-08-29T08:53:25.780043+00:00", "kind": "site_page", "missing": false, "url": "https://docs.decepticon.red/"}, {"content_hash": "e80e5293dd69cd3669c0ad6e0cdd7ccc41990c7ad0f938f23b8dbe8ee975db26", "fetched_at": "2026-08-29T08:53:25.785832+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/decepticon/json"}, {"content_hash": "09672eac3a33ca8cfc812c3760bd30ffb9d6df02d5d15a8a22ede87673dd94a7", "fetched_at": "2026-08-29T08:53:25.782016+00:00", "kind": "site_page", "missing": false, "url": "https://app.decepticon.red/pricing"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 32, "rhythm": 83}, "computed_at": "2026-09-03T02:39:23.370411+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 453, "days_push": 7, "days_rel": 37, "gap_med": 1.0, "n_releases_24m": 61}, "score": 80, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}