Numbers, playbooks,
and honest trade-offs.
Written from production systems — cloud costs, voice AI economics, MVP pricing and AI hiring. No thought leadership without receipts.
How I Cut a $200K/Year Cloud Bill by More Than 70%
The exact multi-cloud playbook that cut a $200K/year enterprise cloud bill by more than 70%: architecture moves, credit programs, and what most teams get wrong.
Read the post →AI Voice Agent Cost Per Minute: Real Numbers from Production (2026)
What AI voice agents actually cost per minute in 2026: Retell, Vapi, Bland vs a custom LiveKit stack, with real production numbers, not vendor pricing pages.
Read the post →Retell vs Vapi vs Bland vs Custom LiveKit: Honest Comparison From Someone Who Shipped All Paths
Retell vs Vapi vs Bland vs building your own LiveKit voice stack, compared on cost, control, latency and lock-in by an engineer who has run production systems on both sides.
Read the post →How Much Does an MVP Cost in 2026? (Real Prices, Not Agency Quotes)
MVP development costs in 2026: US agencies $50–150K, offshore agencies $20–60K, senior solo architects $6–30K. What drives the price and how AI changed the math.
Read the post →When to Hire a Fractional CTO (and When Not To)
The five signals a startup needs a fractional CTO, what it costs in 2026 ($3K–$25K/month), and when a technical co-founder or senior contractor is the better answer.
Read the post →How Candidates Cheat AI Interviews in 2026, and How to Actually Stop It
38%+ of technical interviews show cheating signals in 2026. The real attack vectors, overlay tools, phone relays, off-camera helpers, and the layered defenses that work.
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