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Sevak Girard
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Writing · Nº 04
Page 63 of 89
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Operating
How to Reduce Decision Fatigue as a Solo Operator
Running a portfolio solo means a thousand small decisions a day. Reduce decision fatigue by pre-deciding the routine so your judgment lands where it counts.
Feb 14, 2026 · 4 min
AI
Prebuilt vs Custom AI Agents: Which One You Need
Prebuilt vs custom AI agents compared on speed, fit, cost, and reliability, with a clear rule for which to pick and why the best answer is often both.
Feb 14, 2026 · 4 min
Engineering
Postgres Point-in-Time Recovery on Your Own Server
Nightly dumps lose a full day. Postgres point-in-time recovery with WAL archiving lets you restore a self-hosted database to the exact second before disaster hit.
Feb 14, 2026 · 4 min
AI
Can an Outreach Agent Personalize at Scale Without Faking It?
Real personalization at scale is the whole promise of an outreach agent. Here is what separates genuine relevance from merge-tag theater that everyone ignores.
Feb 14, 2026 · 4 min
Engineering
How to Measure Dependency Drift Before It Bites
Dependency drift is how far your packages have fallen behind current versions. Learn to measure library lag as a risk metric and decide what to update first.
Feb 14, 2026 · 4 min
Engineering
Incremental Crawl vs Full Recrawl: How to Decide
An incremental crawl only fetches what changed since last time. A full recrawl refetches everything. Here is how to choose and cut most sites' cost by 90 percent.
Feb 14, 2026 · 4 min
Operating
How Long to Keep AI Audit Logs (and When to Delete)
How long to keep AI audit logs: balancing defensibility, storage cost, and privacy risk. A retention policy that protects you instead of becoming a liability.
Feb 14, 2026 · 3 min
Operating
What Your First Hire Should Be in an AI Agency
Your first hire in an AI agency should be a delivery operator, not a specialist. Here is why the first hire is about systems and judgment, not raw skill.
Feb 14, 2026 · 3 min
Engineering
Code Quality Score vs Test Coverage: What to Trust
Code quality score vs test coverage: they measure different risks. Here is what each one actually tells you and why coverage alone will lie to your face.
Feb 14, 2026 · 4 min
Operating
Client Approval Portal vs Email Threads for Sign-Off
Chasing client approvals over email loses deliverables and disputes. A client approval portal records sign-off where the work lives. Here is the case for it.
Feb 14, 2026 · 4 min
Engineering
How to Build a Golden Eval Set for an AI Feature
A golden eval set is the fixed, labeled test cases that tell you if an AI feature got better or worse. Here is how to build one before you tune a single prompt.
Feb 14, 2026 · 3 min
Engineering
How to Warm Up an Email Sending Domain
A cold domain sending at full volume lands in spam. Here is how to warm up an email sending domain the right way, with a ramp schedule and the signals to watch.
Feb 13, 2026 · 4 min
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