arrow_back All Posts

#bug-bounty

2 posts tagged with "bug-bounty"

adhd aeo agentic-seo agentic-systems agents ai ai-building ai-coding-tools ai-crawlers ai-economics ai-engineering ai-tools ai-visibility algorithmic-trading architecture audit automation avr-framework binance bud bug-bounty business case-study chatgpt citation-mechanics claude-code cloudflare-radar codex-os comparison content-creation content-intent content-optimization content-pipeline content-sop context convex cross-posting cursor debugging decision-ledger deployment developer-productivity developer-tools devops devto digitalocean distributed-systems domain-authority entity-engineering entity-graph entity-seo externalization falsifiability future geo geo-seo git github-copilot honest-failure hooks infrastructure kelly-criterion kill-criteria knowledge-graph llm llms.txt mark-50 math mcp microsaas multi-agent navigator-modelcontext neurodivergent nodejs notion openclaw optimization orchestration pdf perplexity philosophy plan-quota polymarket position-sizing pricing production productivity python quality quality-control rag robots-txt robots.txt saas sameas schema schema-org search-engines second-brain security seo serverless side-projects software-development solo-operator startup strategy structured-data subagents subscription-pricing sunk-cost sveltekit systems-design tokens trading trading-bot tuning tutorial vercel verification webmcp websocket wikidata workflow working-memory zapier

I Submitted 12 Bug Bounty Reports. All Were False Positives.

Build a multi-agent bug bounty system with evidence-gated progression and zero false positives. Full architecture from 3 months of production.

Mar 6, 2026 · 12 min

Why Human-in-the-Loop Beats Automation

Keep humans in control when building AI security tools. Full automation sounds impressive until your reputation tanks from false positives.

Dec 28, 2025 · 9 min