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Christopher Hoeben

I build practical tools, templates, and config packs for developers and indie hackers who'd rather ship than wire boilerplate.

Joined Joined on  Personal website https://unfairhq.gumroad.com github website
How to Build Production-Ready MCP Servers with FastMCP in Python: From Complex Pydantic Input Validation to ASGI Deployment
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How to Build Production-Ready MCP Servers with FastMCP in Python: From Complex Pydantic Input Validation to ASGI Deployment

#fastmcp #mcp #python #pydantic
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7 min read

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How to audit production prompts for over-instruction and rebaseline them for GPT-5.5
unfairhq profile

How to audit production prompts for over-instruction and rebaseline them for GPT-5.5

#gpt55 #promptengineering #productionaudit #llmops
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7 min read
How to Set Up a Local Failover for Your Coding Agent When API Rate Limits or Outages Strike
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How to Set Up a Local Failover for Your Coding Agent When API Rate Limits or Outages Strike

#ai #failover #ratelimiting #llmgateway
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7 min read
How to comply with the EU AI Act August 2026 deadline: a founder’s checklist for risk classification, Annex IV documentation
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How to comply with the EU AI Act August 2026 deadline: a founder’s checklist for risk classification, Annex IV documentation

#eu #compliance #high #transparency
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7 min read
How to Control GitHub Copilot AI Credit Costs After the June 1 Pricing Switch
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How to Control GitHub Copilot AI Credit Costs After the June 1 Pricing Switch

#githubcopilot #ai #costoptimization #usage
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7 min read
How do you validate a startup idea as a solo founder? A 30-minute pre-build positioning method
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How do you validate a startup idea as a solo founder? A 30-minute pre-build positioning method

#startup #validation #solofounder #indiehacker
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7 min read
How to Cut AI Coding Costs by 94% With Benchmark-Driven Model Routing: A Production Guide to Task Routing Across 6 Models
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How to Cut AI Coding Costs by 94% With Benchmark-Driven Model Routing: A Production Guide to Task Routing Across 6 Models

#llmrouting #costoptimization #agenticcoding #productionengineering
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8 min read
How to Move Claude Code Sessions From Local Terminal Tests to Reliable Scheduled Cron Jobs
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How to Move Claude Code Sessions From Local Terminal Tests to Reliable Scheduled Cron Jobs

#claudecode #cron #automation #cli
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7 min read
How to Build a Solo SaaS Support Workflow Using AI Triage, Draft Replies, and Escalation Guardrails
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How to Build a Solo SaaS Support Workflow Using AI Triage, Draft Replies, and Escalation Guardrails

#saas #customersupport #ai #solopreneur
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7 min read
How to comply with EU AI Act Article 50 for AI SaaS before August 2026
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How to comply with EU AI Act Article 50 for AI SaaS before August 2026

#eu #article50 #ai #provider
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8 min read
How to Build a Usage-Based Pricing Model for AI SaaS: Calculating Token COGS and Designing Margin-Safe Credit Tiers
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How to Build a Usage-Based Pricing Model for AI SaaS: Calculating Token COGS and Designing Margin-Safe Credit Tiers

#pricing #saas #ai #cogs
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7 min read
How do I build a solo SaaS support workflow? A triage-first operating procedure for automating draft replies and escalating critical issues
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How do I build a solo SaaS support workflow? A triage-first operating procedure for automating draft replies and escalating critical issues

#solofounder #saas #workflowautomation #customerservice
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7 min read
How to Build a Private Offline Voice Assistant with Gemma 4 12B: A Complete Local Setup Guide
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How to Build a Private Offline Voice Assistant with Gemma 4 12B: A Complete Local Setup Guide

#gemma4 #localai #voiceassistant #offlinellm
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8 min read
How to Stop Context Rot in 1M-Token AI Coding Agents: A Practical Guide to Memory Budgeting and Session Discipline
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How to Stop Context Rot in 1M-Token AI Coding Agents: A Practical Guide to Memory Budgeting and Session Discipline

#ai #contextwindow #contextengineering #memorybudgeting
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7 min read
Claude Fable 5 Migration Guide: Rewriting Opus 4.8 CLAUDE.md Files and System Prompts for Goal-Reason-Boundary Structure
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Claude Fable 5 Migration Guide: Rewriting Opus 4.8 CLAUDE.md Files and System Prompts for Goal-Reason-Boundary Structure

#claude #promptengineering #systemprompts #claudemd
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5 min read
From Vibe Coding to Production: How to Build a Traceable PRD-to-Prompt Workflow for Shipping Maintainable AI Code
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From Vibe Coding to Production: How to Build a Traceable PRD-to-Prompt Workflow for Shipping Maintainable AI Code

#vibecoding #aisoftwaredevelopment #prd #promptengineering
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6 min read
A Three-Layer PRD-to-Prompt Workflow for Shipping Vibe-Coded Projects to Production
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A Three-Layer PRD-to-Prompt Workflow for Shipping Vibe-Coded Projects to Production

#vibecoding #aiassisteddevelopment #productionworkflow #prd
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6 min read
The Solo Founder's Guide to SaaS Launch Copy: How to Write Landing Pages, Product Hunt Posts, and Cold Outreach Without a Marketing Team
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The Solo Founder's Guide to SaaS Launch Copy: How to Write Landing Pages, Product Hunt Posts, and Cold Outreach Without a Marketing Team

#saasmarketing #solofounder #landingpagecopy #producthuntlaunch
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7 min read
How to Launch a SaaS Solo: The 12 Marketing Assets You Need Before Going Live (And the AI Prompts to Create Them in One Afternoon)
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How to Launch a SaaS Solo: The 12 Marketing Assets You Need Before Going Live (And the AI Prompts to Create Them in One Afternoon)

#saas #indiehackers #prelaunch #aiprompts
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5 min read
How to Write a High-Converting SaaS Landing Page as a Solo Founder (No Copywriter Needed)
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How to Write a High-Converting SaaS Landing Page as a Solo Founder (No Copywriter Needed)

#saas #landingpage #copywriting #solofounder
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7 min read
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