Why AI-First Product Development is the Future
My thesis on why the future of software development starts with AI agents, not IDE plugins. MicroSaaSBot is proof of concept.
#ai
20 posts tagged with "ai"
abstractionadhdaiai-architectureai-crawlersai-toolsapi-integrationarchitectureasyncautomationbug-bountybugcrowdbusinesscase-studychaos-engineeringchatgptclaude-codecontent-optimizationcontextdebuggingdistributed-systemsearly-adopterethicsfailure-recoveryfalse-positivesfuturehackeronehuman-in-the-loophyperfocusinnovationintigritillmllms.txtmicrosaasmulti-agentmvpneurodivergentnodejsnotionnovelty-seekingoptimizationparallel-processingpattern-recognitionpdfperplexityphilosophypricingproductivityqualityquality-controlragresiliencerobots.txtsaassearch-enginessecurityseoserverlesssoftware-developmentstartupstrategysystems-designtokenstutorialvalidationvercelverificationworkflowworking-memory
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.
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.
From Idea to Deployed MVP: MicroSaaSBot's Complete Workflow
The full pipeline from 'I have an idea' to 'it's live on Vercel with Stripe billing.' Every phase explained with the real StatementSync timeline.
How MicroSaaSBot Validates Ideas Before Writing Code
The validation phase that prevents building products nobody wants. Market research, persona scoring, and the go/no-go decision that saves weeks of effort.
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.
From Pain Point to MVP: I Built StatementSync in One Week
How I validated a bookkeeper pain point and shipped a working SaaS in 7 days using MicroSaaSBot. The story of StatementSync from idea to production.
Why I Built Human-in-the-Loop Instead of Full Automation
Keep humans in control when building AI security tools. Full automation sounds impressive until your reputation tanks from false positives.
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.
Bored by the Old, Obsessed by the New: How ADHD Drives AI Innovation
ADHD's dopamine-seeking behavior drives continuous learning and early adoption. This 'shiny object syndrome' is actually technology scouting for the AI era.
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.
Human-in-the-Loop: The Ethics of Security Automation
Why mandatory human review protects researcher reputation better than any algorithm. Building AI that knows when to stop. Part 5 of 5.
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.
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.
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.
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.
llms.txt Explained: The robots.txt for AI Crawlers
What is llms.txt? Why AI engines scan it. How to set it up correctly. Everything you need to know about this new file type.
How to Optimize Your Site for Perplexity, ChatGPT, and Claude Search
Step-by-step guide to make your content visible in AI search engines. Includes robots.txt, structured data, and content format optimization.
What is AEO? Answer Engine Optimization Explained (2026)
AEO is the SEO of AI search engines. Learn to optimize for Perplexity, Claude, ChatGPT, and other answer engines without traditional SEO.
What is RAG? Retrieval-Augmented Generation Explained
RAG combines LLMs with real-time data retrieval to provide accurate, up-to-date responses. Learn how RAG works and why it matters for AI builders.