1/ Introducing Nullsec S1
An open-source security LLM purpose-built to audit AI-generated apps, agents, MCP tools, and vibecoded software.
On our RC2/v1.1 111-case benchmark, Nullsec-S1 ranked #1 by F1 score against compared baselines:
• Nullsec-S1: 0.9245 F1
• OpenAI/Codex: 0.7252 F1
• ClaudeOpus 4.8: 0.6550 F1
• Semgrep: 0.5535 F1
• Base Qwen.5-Coder: 0.0180 F1
Nullsec-S1 was evaluated against
@OpenAI Codex 5.3, @claudeai Opus 4.8, @semgrep and base @Alibaba_Qwen on the same 111-case security suite.
🏆We ranked #1 by F1 score with:
-> 94.2% precision
-> 90.7% recall
-> 0.9245 F1
-> 0.0% false-safe rate
-> 6.7% hallucination rate
The key difference:
Nullsec-S1 is trained for structured security verdicts, not generic code commentary.
This matters for AI-built apps, agents and production review pipelines.
🔥 10.28% of the total $NSEC supply is officially burned
We just executed another $1,000 buyback and burn, taking advantage of current prices to double down on our ecosystem.
https://t.co/ad1ptaLXm8
@nullsecbot build "HeatDesk" , a live crypto market dashboard. Show a treemap heatmap of top tokens sized by market cap and colored by 24h change, a sortable/filterable table (price, 24h %, volume, mcap), a detail drawer with an interactive candlestick + volume chart and 15m/1H/4H/1D timeframes, and a top ticker strip. Use the nullsec SDK for all price/chart/market data. Auto-refresh live. Dark Bloomberg-style terminal UI. No login.
@nullsecbot build "QuizRush", a real-time multiplayer trivia game. Players enter just a nickname (no account), join a shared live round, answer timed multiple-choice questions, and see a live leaderboard update in real time as everyone answers. Include a question timer, streak bonuses, a between-rounds results screen, and persist scores + questions in the database. Bright, energetic game-show UI. No sign-in, nickname only.
@nullsecbot Create a complete and fully functional 2D platformer game in the style of Sonic the Hedgehog using Python with Pygame (or Pygame Zero). Key Requirements: - Main character: A fast blue hedgehog named "Sonic" with smooth animations (running, jumping, spin attack, idle, look up, look down). - Arcade-style physics: Momentum-based running that accelerates, variable jump height (longer press = higher jump), rolling (run + jump), optional wall jump. - Level design: A horizontal side-scrolling level with hills, loop-de-loops, ramps, floating platforms, deadly water, and spike pits. - Collectibles: Golden rings (with sound and combo system), monitors with power-ups (Speed Shoes, Invincibility, Extra Life). - Enemies: Classic ones like Motobug, Crabmeat, Buzz Bomber with simple AI and proper collision. - Lives system and Game Over screen. - Music & Sound: Sonic-style background music and sound effects (use placeholders or suggest how to add audio files). - Graphics: Retro 16-bit pixel art style, vibrant colors. Use simple sprites or describe how to load them. - Controls: Arrow keys or WASD + Space to jump + button for spin attack. - UI: Title screen, HUD showing rings, score, and time. - Goal: Reach the end of the level (flag or goal post). Code Structure: - Use OOP (classes for Player, Enemy, Ring, Platform, etc.) - Well-commented and modular code - Simple main menu - Precise collision system (especially for loops and curved ramps) - Stable 60 FPS Deliver the complete code split into multiple files (https://t.co/EyLm6pqOwG, https://t.co/2VUEpCRM03, https://t.co/4PU16nmPVb, etc.) and include clear instructions on how to install dependencies and run the game. Start by generating a solid working base version first, then we can expand it with more levels and bosses.
@nullsecbot build a real-time crypto trading-desk dashboard called "NsecDesk". Features: email sign-in, a live watchlist where users add tokens and see price/24h-change cards update in real time, an interactive candlestick + volume chart with 15m/1H/4H/1D timeframes, a paper-trading panel (buy/sell with a starting $10k balance, tracked positions + P&L), a live activity feed showing every trade across all users as it happens, and a leaderboard ranked by portfolio value. Persist watchlists, trades, positions and balances in the database, gate the desk behind auth, and use the nullsec SDK for all token price/chart data. Clean dark fintech UI with a sidebar.
Real talk: We just launched a public build-health page for @nullsecbot
Right now, ~64% of builds succeed. That’s not where we want it to be.
The good news? Most failures are due to infra/restart hiccups, not the AI itself. We are continuously fixing the root causes, we built this page because we believe in transparency and building in public.
📊 https://t.co/zwwp7d4BJP
The new and improved Swap feature is officially live!
1️⃣Safely connect to the redesigned https://t.co/TtIA0X8yNA (powered by @privy_io)
2️⃣ Get your dedicated secure wallet and fund it with your asset of choice (EVM only)
3️⃣ Tag @nullsecbot to start swapping instantly!
Smooth, secure, and built for you.
Your X timeline is now a DEX ⚡️
Connect your X at https://t.co/psoJ5PMLvi → Tweet "@nullsecbot swap $1 ETH to $NSEC" → Nullsec executes on Base & replies with the tx!
Built using @privy_io and @0xProject
Your X timeline is now a DEX ⚡️
Connect your X at https://t.co/psoJ5PMLvi → Tweet "@nullsecbot swap $1 ETH to $NSEC" → Nullsec executes on Base & replies with the tx!
Built using @privy_io and @0xProject
@davidtsocy Hey David, would love to to take a look at Nullsec-S1, our open-source security LLM purpose-built to audit AI-generated apps, agents, MCP tools, and vibecoded software.
Check the benchmark tests:
https://t.co/n7tJwPzFFP
Nullsec-S1 was evaluated against
@OpenAI Codex 5.3, @claudeai Opus 4.8, @semgrep and base @Alibaba_Qwen on the same 111-case security suite.
🏆We ranked #1 by F1 score with:
-> 94.2% precision
-> 90.7% recall
-> 0.9245 F1
-> 0.0% false-safe rate
-> 6.7% hallucination rate
The key difference:
Nullsec-S1 is trained for structured security verdicts, not generic code commentary.
This matters for AI-built apps, agents and production review pipelines.
General models can generate and review code, but agent tooling, MCP configs, shell paths and execution flows need a security-focused model that understands where things actually break, that´s S1.
Appreciate testing it this early!
@trynullsec Just started pointing Nullsec S1 at my own agent tools and MCP configs. It flagged two real issues the general models missed, especially around shell execution paths. Still early but the structured output makes it easy to slot into a review loop.
AI is collapsing the distance between idea and production. But insecure software now scales at the same speed as useful software.
Our latest Nullsec Research study explores the security gap.
https://t.co/SCol5jsFf5