// Topics / Startups
Startups
16 entries tagged “Startups”
- Agent Scale Has a Company-Size Gap
· 4 min
Large firms report scaling AI agents; smaller ones sit flat. A small company needs one workflow with an owner, gate, boundary, spend cap, and off switch.
ai
strategy
operations
AI Startups in 2026: Where the Leverage Is
· 3 min
What buyers of AI startups reward in 2026: workflow ownership, data loops, integration depth, and predictable cost per outcome. Novelty stalls at pilot.
startups
ai
business
AI Product Strategy: Start With the Problem, Not the Model
· 4 min
Every 2023 roadmap has an AI feature, and most start from the model. A filter and five questions for picking AI features users will actually value.
ai
strategy
startups
AI Startups and the GPT Wrapper Problem
· 3 min
Most 2023 AI startups are GPT wrappers the platform can absorb. What makes one defensible, from a former startup founder.
ai
startups
strategy
Leading Engineering Teams Through Uncertainty
· 3 min
Early 2023 layoffs and budget cuts brought startup-style uncertainty to every engineering team. What helps: weekly updates, explicit stops, firm standards.
leadership
teams
startups
2019 in Review: The Year I Quit, Built, and Started Over
· 5 min
Leaving the fintech startup, joining a founder program, starting a cloud infrastructure company, and every lesson the year threw at me.
year-in-review
startups
reflection
Engineering Onboarding: First PR on Day One
· 6 min
Most engineering onboarding is a polite abandonment ritual. What I've learned across startups about getting new engineers shipping fast.
hiring
engineering
teams
Security Incident Response: Drills Beat Written Plans
· 7 min
Most incident response plans are shelf-ware. What matters in a breach: simple severity levels, the first 30 minutes, four roles, evidence, and drills.
security
incident-management
devops
Cloud Cost Optimization: Cut Waste Before Buying Discounts
· 5 min
Cloud cost optimization strategies ranked by effort and savings: tagging, idle resources, right-sizing, reserved and spot instances, and data transfer.
cloud
cost
infrastructure
Scaling Engineering Teams: What Breaks at 10, 25, and 50
· 5 min
How engineering teams change as they grow: what breaks at each size, explicit ownership, written decisions, and process that follows pain.
engineering
leadership
teams
Security Champions: Startup Security Without a Security Team
· 5 min
No budget for a security team? Turn one motivated engineer per team into a security champion. How we run it at an eight-engineer fintech startup.
security
startups
engineering
Technical Due Diligence: What Investors Actually Check
· 7 min
Technical due diligence from both sides of the table: what investors check, how to prepare when you are evaluated, and what to look for when evaluating.
executive
governance
startups
Hiring Engineers When You Can't Compete on Salary
· 6 min
You can't outpay Big Tech. How I hired strong engineers at a mobility startup in 2016 by selling impact, speed, real autonomy, and honesty about pay.
hiring
startups
engineering
Cloud vs Colocation for Startups: The Real Cost in 2016
· 3 min
Colocated servers look cheaper than EC2 until you add rack space, gear, and the engineer to run them. For a 2016 startup the cloud wins by a wide margin.
cloud
infrastructure
startups
Security Incident Response Playbook for Startups
· 8 min
An incident response playbook for small teams, learned the hard way: define incidents, name owners, contain carefully, and communicate clearly.
security
incident-management
startups
Microservices vs Monolith: Why Small Teams Should Wait
· 5 min
Most teams adopt microservices too early and pay for complexity they don't need. A modular monolith ships faster and keeps the option to split later.
architecture
microservices
startups