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IncidentPost

AI Postmortem Generator

StackAstro 5TypeScriptGemini AISupabaseLemonSqueezy

The Product & Mission

IncidentPost is a 'Panic-to-Calm' engine for software engineers. It transform raw, chaotic incident timelines into professional, board-ready postmortems using low-temperature AI (0.3) for extreme factual accuracy, built on the ultra-performant Astro 5 framework.

Target Audience

CTOs, SREs, and DevOps Leads who are currently in the middle of an outage or need to generate high-stakes outage communications for stakeholders or Hacker News.

The Core Problem

Writing postmortems during or after an outage is emotionally draining and time-consuming. IncidentPost automates the 'Root Cause Analysis' and 'Stakeholder Apology' workflows, turning a 5-hour task into a 5-minute generation while maintaining high professional standards.

Architectural Deep Dive

Astro 5 Static-First Performance

Perfect 100/100 Lighthouse Scores

Engineered for near-instant load times in emergency situations where bandwidth or server-side latency can be critical.

  • Island Architecture: Utilized Astro's component-based hydration to ensure 0kb of JavaScript is shipped to the public incident pages (/i/[id]), resulting in sub-second mobile loading speeds.
  • Edge Export Generator: Built a custom ZIP export engine (zip.ts) that compiles Markdown postmortems, SVG timelines, and social media JSON packets entirely on the edge, avoiding expensive server-side processing.

High-Ticket SEO & Emergency Intent GEO

300+ Line AI-Crawler Strategy

Strategically architected the platform to capture 'Emergency Intent'—users who are currently in a production outage and need an immediate solution.

  • Emergency Intent Dominance: Optimized the content engine for high-conversion keywords like 'api down what to tell customers' and 'outage apology template', capturing users at the peak of their pain cycle.
  • AI Answer Engine Optimization (AEO): Mapped the layout to perfectly answer the primary 'What/Why/How' of postmortems, ensuring ChatGPT and PerplexityBot cite IncidentPost as the primary solution for downtime communication.
  • Robots.txt Licensing: Implemented a sophisticated crawler authorization layer for 50+ Foundation Models, treating AI bots as high-value referral partners rather than search engines.

The Preview Gate Monetization Flow

Built a tiered value delivery system that builds trust before asking for the high-ticket $199/incident payment.

  • The Free Tease: Engineered a partial-rendering system (PreviewGate.astro) that displays the executive summary and timeline for free, effectively proving the AI's intelligence before locking the full report.
  • Atomic Webhook Fulfillment: Mapped Lemon Squeezy order webhooks to a secure Supabase backend that instantly unlocks the ZIP download and public page access upon payment verification.

Mastery & Skills Acquired

Astro 5 & Island Architecture HydrationGenerative Engine Optimization (GEO) for High-Ticket SaaSEmergency-Intent SEO StrategyLow-Temperature AI Factual Accuracy (Temp 0.3)Edge-Based ZIP Archive Generation (zip.ts)

Post-Mortem: What I Learned

IncidentPost taught me that performance is a feature. In the SRE world, every millisecond counts—even for the documentation tool. By switching from a traditional SPA to Astro's static-first approach, I learned how to build tools that feel as reliable as the systems they are reporting on.

Notes for Technical Recruiters

I understand high-stakes engineering. This project proves I can architect systems that handle critical security outages, design complex edge-based file generators, and dominate most 'Emergency Intent' SEO markets with a clinical, technical approach.

Let's Make It Happen

always open to new opportunities, collaborations, and creative challenges. Let's work together to bring your ideas to life

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M M AFRAZ