Building a Semi-Autonomous Bug Bounty System with Claude Code
How I built a multi-agent bug bounty hunting system with evidence-gated progression, RAG-enhanced learning, and safety mechanisms that keeps humans in the loop.
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#claude-code
9 posts tagged with "claude-code"
abstractionadhdaiai-architectureai-toolsapi-integrationarchitectureasyncautomationbug-bountybugcrowdbusinesscase-studychaos-engineeringclaude-codecontextdebuggingdistributed-systemsearly-adopterethicsfailure-recoveryfalse-positivesfuturehackeronehuman-in-the-loophyperfocusinnovationintigritillmmicrosaasmulti-agentmvpneurodivergentnodejsnotionnovelty-seekingoptimizationparallel-processingpattern-recognitionpdfphilosophypricingproductivityqualityquality-controlragresiliencesaassecurityserverlesssoftware-developmentstartupstrategysystems-designtokenstutorialvalidationvercelverificationworkflowworking-memory
I Built a Bot That Builds SaaS Products: Introducing MicroSaaSBot
Announcing MicroSaaSBot—the AI system that takes ideas from validation to deployed MVP with minimal human intervention. It built StatementSync in one week.
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The MicroSaaSBot Architecture: How Multi-Agent Systems Build Products
Deep dive into MicroSaaSBot's multi-agent architecture: Researcher, Architect, Developer, and Deployer agents working in sequence to ship SaaS products.
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The Complete Claude Code Guide: AI-Assisted Development That Actually Works
Master Claude Code with quality gates, context management, and evidence-based workflows. The comprehensive guide to building with AI that doesn't break.
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I Built an AI-Powered Bug Bounty Automation System
Why I chose multi-agent architecture over monolithic scanners, and how evidence-gated progression keeps findings honest. Part 1 of 5.
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Why 'Should Work' Is the Most Dangerous Phrase in AI Development
The psychology of skipping verification and how forced evaluation achieves 84% compliance. Evidence-based completion for AI-generated code.
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How to Prevent Claude from Forgetting Your Task (Dev Docs Method)
The workflow that prevents context amnesia. Dev docs let Claude pick up exactly where it left off after compaction. Here's the system.
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I Built a Quality Control System for AI Code Generation
A two-gate mandatory system that blocks implementation until quality checks pass. Here's how it works and why 'should work' is banned.
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How Progressive Disclosure Reduced My AI Token Usage by 60%
Loading less context upfront makes AI more effective. Here's the 3-tier system that cut my Claude costs while improving output quality.
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