#decepticon — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #decepticon, aggregated by home.social.
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🛠️ Tool
===================Decepticon is an open-source autonomous red team agent developed by PurpleAILAB. The project explicitly distances itself from tools that "run nmap and write a report," targeting end-to-end engagement automation instead.
Core Architecture
The tool runs as a Docker-based stack with several components:
• LiteLLM for LLM call routing across providers
• PostgreSQL for data persistence
• Neo4j as a knowledge graph for attack chain representation
• LangGraph for agent orchestration
• Skillogy for skill management
• A sandboxed execution environmentThe orchestrator spawns specialist workloads on demand rather than running everything upfront. Documented specialists include BloodHound CE for AD reconnaissance, Sliver C2 for command and control, and Ghidra MCP for binary analysis. Activation is via commands like ops_start("ad").
Installation and Deployment
Installation is via curl pipe to bash on macOS/Linux/WSL2, or PowerShell on Windows. The decepticon onboard command provides an interactive setup wizard for provider, API key, and model profile configuration. A web dashboard is accessible from the CLI via /web.
A cloud-hosted version is available at app.decepticon.red for users who prefer not to self-host.
SDK Usage
The project ships a pip-installable SDK (pip install decepticon) with an optional neo4j extra for knowledge-graph attack-chain tools. The SDK provides agent factories, middleware, tools, and skills, routing LLM calls and sandbox execution through Decepticon infrastructure. This enables building custom orchestrators or integrating agents into existing products and research workflows.
Technical Observations
The on-demand specialist spawning model is worth noting. Rather than a monolithic tool, Decepticon treats each capability as a separate workload the orchestrator launches when needed. This modular approach makes it easier to extend or replace individual components.
The Neo4j knowledge graph for attack chain representation is a meaningful design choice. It maintains structured state about engagement progress rather than relying purely on LLM context, which could make state inspection and chain reasoning more reliable.
Limitations
The project is relatively new. The README provides no benchmarks or comparison data against manual red team engagements. Haven't tested personally, so stability and orchestration quality in real environments remain open questions. The reliance on external LLM providers introduces API cost and rate limit concerns for extended operations.
References
• Repository: PurpleAILAB/Decepticon (GitHub)
• Documentation: docs.decepticon.red
• License: Apache 2.0🔹 tool #redteam #decepticon #offensivesecurity #autonomousagent
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@ChrisMayLA6 Im a Decepticon you see... We aligned with the Sith but the world is not ready for that yet. #darthmaul #darthsideous #churchofsatan #decepticon #witchkingofangmar
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@ChrisMayLA6 Im a Decepticon you see... We aligned with the Sith but the world is not ready for that yet. #darthmaul #darthsideous #churchofsatan #decepticon #witchkingofangmar
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He WILL taze the shit out of you. Favorite pic of barricade i got so far. #barricade #toyphotography #decepticon ##thelastknight #diorama
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Barricade, studio series. Really love this version. #transformers #decepticon #barricade #studioseries #actionfigures #diorama #police
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Barricade, studio series. Really love this version. #transformers #decepticon #barricade #studioseries #actionfigures #diorama #police
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Barricade, studio series. Really love this version. #transformers #decepticon #barricade #studioseries #actionfigures #diorama #police
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Barricade, studio series. Really love this version. #transformers #decepticon #barricade #studioseries #actionfigures #diorama #police
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Barricade, studio series. Really love this version. #transformers #decepticon #barricade #studioseries #actionfigures #diorama #police
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This here is Jolt, a repaint of crosswise from transformers cybertron in the 2007 movie line. Great mold and even better in purple. #transformers #jolt #decepticon #toyphotography #diorama #transformersthemovie2007 #toys #Bugatti #sportscar
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This here is Jolt, a repaint of crosswise from transformers cybertron in the 2007 movie line. Great mold and even better in purple. #transformers #jolt #decepticon #toyphotography #diorama #transformersthemovie2007 #toys #Bugatti #sportscar
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So Bone shaker is SICKKKKKK! Totally not an autobot btw, dude is too bad lookin to be a good guy. #boneshaker #transformers #hotwheels #toyphotography #diorama #decepticon
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So Bone shaker is SICKKKKKK! Totally not an autobot btw, dude is too bad lookin to be a good guy. #boneshaker #transformers #hotwheels #toyphotography #diorama #decepticon
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Todays workout post with shockwave. Beautiful lightpiping. .. . . . . . #transformers #transformerswarforcybertronsiege #toyphotography #photography #decepticon #shockwave #lightpiping #dinobot #outdoorphotography #workoutpost #weightlossjourney #weightlifting #fitness #exercises
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Todays workout post with shockwave. Beautiful lightpiping. .. . . . . . #transformers #transformerswarforcybertronsiege #toyphotography #photography #decepticon #shockwave #lightpiping #dinobot #outdoorphotography #workoutpost #weightlossjourney #weightlifting #fitness #exercises
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Todays workout post with shockwave. Beautiful lightpiping. .. . . . . . #transformers #transformerswarforcybertronsiege #toyphotography #photography #decepticon #shockwave #lightpiping #dinobot #outdoorphotography #workoutpost #weightlossjourney #weightlifting #fitness #exercises
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Todays workout post with shockwave. Beautiful lightpiping. .. . . . . . #transformers #transformerswarforcybertronsiege #toyphotography #photography #decepticon #shockwave #lightpiping #dinobot #outdoorphotography #workoutpost #weightlossjourney #weightlifting #fitness #exercises
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MY EQUILIBRIUM!!! DESTABILIZED!!! EUGHHHHHHHH . . . . . #transformersstudioseries #transformers #toyphotography #photography #starscream #megatron #decepticon #g1 #outdoorphotography #naturephotography #nature #robot #toys
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Todays #workoutpost #Megatron vs #optimusprime! Tuesday and Wednesday will be cardio days. #transformersstudioseries #transformers #toyphotography #photography #decepticon #autobot #outdoorphotography #naturephotography #nature #robot #toys #weightlossjourney #fitness #weightlifting #weightloss
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Todays #workoutpost #Megatron vs #optimusprime! Tuesday and Wednesday will be cardio days. #transformersstudioseries #transformers #toyphotography #photography #decepticon #autobot #outdoorphotography #naturephotography #nature #robot #toys #weightlossjourney #fitness #weightlifting #weightloss
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Todays #workoutpost #Megatron vs #optimusprime! Tuesday and Wednesday will be cardio days. #transformersstudioseries #transformers #toyphotography #photography #decepticon #autobot #outdoorphotography #naturephotography #nature #robot #toys #weightlossjourney #fitness #weightlifting #weightloss
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Todays #workoutpost #Megatron vs #optimusprime! Tuesday and Wednesday will be cardio days. #transformersstudioseries #transformers #toyphotography #photography #decepticon #autobot #outdoorphotography #naturephotography #nature #robot #toys #weightlossjourney #fitness #weightlifting #weightloss
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Starscream you dolt! Fire where i am pointing! . . . . . #transformersstudioseries #transformers #toyphotography #photography #megatron #decepticon #g1 #starscream #outdoorphotography #naturephotography #nature #robot #toys
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Ok cant hold em back anymore. I wanna post em. Damn this megatron is great i love it. . . . . . . #transformersstudioseries #transformers #toyphotography #photography #megatron #decepticon #g1 #outdoorphotography #naturephotography #nature #robot #toys
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Todays #workoutpost with #Scrapper and some minicons! Hard at work digging! #transformersageoftheprimes #transformers #minicons #decepticon #constructicon #toyphotography #photography #actionfigures #outdoorphotography #nature #weightlossjourney #weightlifting #fitness #workout #weightloss
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Todays #workoutpost is with #longhaul. The workout consists of doing a bunch of yard work. #transformers #transformersageoftheprimes #decepticon #constructicon #toyphotography #photography #nature #outdoorphotography #weightlossjourney #weightlifting #fitness #exercises
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#Decepticon or #Autobot? The public has a right to know!!!
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🆕 Gear up w/ our latest *Lounge Shorts* drop! 🩳⚡️
Perfect for chill days, geek nights & robot wars 🤖🔥
• 💜 #Decepticon Classic* for the bold & villainous
• ❤️ #Autobots Pixel* retro pixel power, roll out! -
🆕 Gear up w/ our latest *Lounge Shorts* drop! 🩳⚡️
Perfect for chill days, geek nights & robot wars 🤖🔥
• 💜 #Decepticon Classic* for the bold & villainous
• ❤️ #Autobots Pixel* retro pixel power, roll out! -
🆕 Gear up w/ our latest *Lounge Shorts* drop! 🩳⚡️
Perfect for chill days, geek nights & robot wars 🤖🔥
• 💜 #Decepticon Classic* for the bold & villainous
• ❤️ #Autobots Pixel* retro pixel power, roll out! -
🆕 Gear up w/ our latest *Lounge Shorts* drop! 🩳⚡️
Perfect for chill days, geek nights & robot wars 🤖🔥
• 💜 #Decepticon Classic* for the bold & villainous
• ❤️ #Autobots Pixel* retro pixel power, roll out! -
No workout post this morning. Slept horrible. Thats the downside to working out early in the morning. . . . . . . . #transformersone #transformers #toyphotography #photography #megatron #d16 #optimusprime #orionpax #bumblebee #Elita #decepticon #studioseries #actionfigures #diorama #miniature
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THE STRENGTH OF ONE BOT OVER AN OTHER! I rewatched transformers one again. Still great. . . . . #transformersone #transformers #toyphotography #photography #megatron #d16 #starscream #decepticon #studioseries #actionfigures #diorama #miniature
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2nd day of cardio at 3AM. Hopefully i can do a 3rd. TFone starscream is pretty fun. #transformersone #transformers #toyphotography #photography #starscream #decepticon #studioseries #actionfigures #diorama #miniature #workoutpost ##weightlossjourney #fitness #weightlifting #weightloss
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Acid rain incoming . . . . #transformerswarforcybertronsiege #seeker #transformers #decepticon #acidstorm #lightpiping #toyphotography #photography #actionfigures #toys #diorama #miniature
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Acid rain incoming . . . . #transformerswarforcybertronsiege #seeker #transformers #decepticon #acidstorm #lightpiping #toyphotography #photography #actionfigures #toys #diorama #miniature
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Acid rain incoming . . . . #transformerswarforcybertronsiege #seeker #transformers #decepticon #acidstorm #lightpiping #toyphotography #photography #actionfigures #toys #diorama #miniature
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The LEGO® Icons TRANSFORMERS Soundwave Set is heading our way. Pics and details here https://www.liveforfilm.com/2025/07/11/the-lego-icons-transformers-soundwave-set-is-heading-our-way/
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And then he started blastin! . . . . . #transformerswarforcybertronsiege #seeker #transformers #decepticon #acidstorm #lightpiping #toyphotography #photography #actionfigures #toys #diorama #miniature
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And then he started blastin! . . . . . #transformerswarforcybertronsiege #seeker #transformers #decepticon #acidstorm #lightpiping #toyphotography #photography #actionfigures #toys #diorama #miniature
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And then he started blastin! . . . . . #transformerswarforcybertronsiege #seeker #transformers #decepticon #acidstorm #lightpiping #toyphotography #photography #actionfigures #toys #diorama #miniature
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And then he started blastin! . . . . . #transformerswarforcybertronsiege #seeker #transformers #decepticon #acidstorm #lightpiping #toyphotography #photography #actionfigures #toys #diorama #miniature
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Acidstorm. Killer lightpiping. . . . . . #transformerswarforcybertronsiege #seeker #transformers #decepticon #acidstorm #lightpiping #toyphotography #photography #actionfigures #toys #diorama #miniature
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Acidstorm. Killer lightpiping. . . . . . #transformerswarforcybertronsiege #seeker #transformers #decepticon #acidstorm #lightpiping #toyphotography #photography #actionfigures #toys #diorama #miniature
