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Sevak Girard
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Writing · Nº 04
Page 73 of 89
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Engineering
What You Should Never Self-Host
Owning your stack does not mean self-hosting everything. Here is what you should never self-host, and why the hybrid line is where ownership pays off.
Jan 23, 2026 · 3 min
Operating
How to Set Token Budgets Per Workflow Run
A runaway AI workflow can burn a fortune in tokens before anyone notices. Here is how to set per-run token budgets that cap spend and stop the bleed automatically.
Jan 23, 2026 · 4 min
Operating
How to Run an Awards Vote Without It Getting Rigged
An awards vote is not rigged by too few rules. It is rigged by weak identity. Bind one ballot to one real person and stuffing stops being possible.
Jan 23, 2026 · 3 min
Engineering
How to Review Contractor-Delivered Code Before You Accept It
An agency or contractor hands you a repo and an invoice. Here is how to review contractor-delivered code before you accept it and own the mess.
Jan 23, 2026 · 4 min
Engineering
Residential vs Datacenter Proxies: Which to Use When
A practical breakdown of residential vs datacenter proxies for web scraping: cost, speed, block rates, and how to pick the right one per target.
Jan 23, 2026 · 4 min
Engineering
How to Refactor With AI in Small, Safe Steps
Refactoring with AI works when you keep steps small and behavior locked. Here is the method I use to refactor with AI without breaking what already ships.
Jan 23, 2026 · 4 min
Operating
How to Automate Recurring Invoices and Payment Reminders
Stop chasing payments by hand. Here is how to set up recurring invoices and automated payment reminders so cash comes in without you nagging clients.
Jan 23, 2026 · 4 min
Engineering
IoT Dashboards Are an Ingest Problem, Not a Broadcast One
A real-time IoT dashboard is bound by telemetry ingest, not fan-out. Learn why buffering, batching, and downsampling at the edge beats streaming every reading.
Jan 23, 2026 · 4 min
Strategy
Why PI Clients Fire Firms Over Communication, Not Outcomes
Personal injury clients leave firms because of silence, not results. Here is why PI client communication drives retention and how to fix the gaps.
Jan 23, 2026 · 4 min
AI
Personality Tests vs AI Self Assessment
Personality tests hand you a fixed type. AI self assessment reads live behavior and updates. Here is how they compare and which one changes what you do.
Jan 23, 2026 · 4 min
Strategy
Performance-Based Agency Pricing: When It Works
Performance-based agency pricing sounds fair but often backfires. Here is when pay-for-results pricing works, when it burns you, and how to structure it safely.
Jan 23, 2026 · 4 min
Strategy
How to Pass a Security Questionnaire Before You Have SOC 2
You can pass an enterprise security questionnaire before SOC 2 by documenting real compensating controls and answering honestly instead of leaving fields blank.
Jan 23, 2026 · 4 min
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