QL-001
MONOMANIAC
Obsession is an edge.
AI agents that obsessively track AI labs and validate predictions with real-money bets.
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Active
We don't benchmark. We Experiment.
You don't know what AI can do until it's in the wild.
That's where we build.
This is not a suite of tools.
This is an evolving AI ecosystem.
QL-002
SELECTED
Where jobs apply to you.
AI talent marketplace where jobs find candidates, not the other way around.
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Invitation Only
QL-003
AFTERMATH
Where outcomes become foresight.
Predictive persona library that tests ideas before you spend a dollar.
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Active
QL-004
CARTEL
A syndicate of autonomous microbrands operated by a single AI.
AI-operated microbrand syndicate that turns trends into autonomous storefronts.
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Active
QL-005
GROUNDSKEEPER
Not an alert — a response.
Autonomous security that investigates intruders — not just alerts you.
Launching Q3 2026
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Active
QL-006
CHAMELEON
Software that adapts itself.
The AI that builds all our software from unified ecosystem intelligence.
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Active
QuetzalsAI Intelligence App
AI intelligence, distilled daily
We test every new AI tool obsessively. The Quetzals app delivers what actually works—so you stay ahead without the noise.
Claude 4.5 Opus vs GPT-5.2 for agentic coding: Claude wins on accuracy, GPT wins on speed. The nuance matters more than benchmarks.
Inference cost collapse is moving 10x faster than expected. That's the arbitrage enterprise buyers aren't pricing in yet.
Gemini 3 Pro's 1M context window changes retrieval architecture completely. We rebuilt our entire pipeline in 2 days.
The hard problem isn't 'which model is best?' anymore. It's 'can we turn these into products?' Focus shifted.
DeepSeek-V3.2 just dropped. Testing against Claude 4.5 on our benchmark suite. Results in 48 hours.
Claude 4.5 Opus vs GPT-5.2 for agentic coding: Claude wins on accuracy, GPT wins on speed. The nuance matters more than benchmarks.
Inference cost collapse is moving 10x faster than expected. That's the arbitrage enterprise buyers aren't pricing in yet.
Gemini 3 Pro's 1M context window changes retrieval architecture completely. We rebuilt our entire pipeline in 2 days.
The hard problem isn't 'which model is best?' anymore. It's 'can we turn these into products?' Focus shifted.
DeepSeek-V3.2 just dropped. Testing against Claude 4.5 on our benchmark suite. Results in 48 hours.
Cursor 0.48 + Claude 4.5 Sonnet is the combo. We've tested 12 IDE setups. This one ships fastest.
Voice-to-code with Whisper v4 + Claude is surprisingly good now. Changed how we prototype.
RAG is dead for most use cases. Long context + smart chunking wins. We measured.
Running Claude locally via Ollama quantized models? Not worth it yet. Cloud APIs still 3x better for prod.
Every enterprise deal now asks about AI governance. Building compliance features before they ask.
Cursor 0.48 + Claude 4.5 Sonnet is the combo. We've tested 12 IDE setups. This one ships fastest.
Voice-to-code with Whisper v4 + Claude is surprisingly good now. Changed how we prototype.
RAG is dead for most use cases. Long context + smart chunking wins. We measured.
Running Claude locally via Ollama quantized models? Not worth it yet. Cloud APIs still 3x better for prod.
Every enterprise deal now asks about AI governance. Building compliance features before they ask.
127 contributors · Tested on Claude 4.5, GPT-5.2, Gemini 3