Introducing the LaneCampbell.com Blog

TL;DR: I am using this space to share practical notes from the trenches of building technology that serves the public interest. Expect candid writeups on GovTech, defense, AI, and the business mechanics that turn ideas into working systems.

Why write here and why now

Most of my work lives at the intersection of government systems, regulated industries, and applied AI. That mix rewards clarity and punishes hype. I am starting this blog to document what works, where it breaks, and how teams can ship trustworthy software inside complex environments.

Writing in public creates a forcing function. It sharpens thinking, surfaces blind spots, and raises the quality bar for decisions that affect citizens, customers, and partners.

What you can expect

1) Field notes, not theory.

Short, specific posts about systems that are live or close to it. Design choices, tradeoffs, and the numbers that matter.

2) Deep dives on a few core domains.

• GovTech and service delivery: licensing, identity, payments, kiosks, and how to modernize without raising costs for agencies or taxpayers.
• Defense and critical infrastructure: procurement realities, security baselines, and how dual‑use technology actually gets adopted.
• Applied AI: speech to text, diarization, retrieval, and safe human‑in‑the‑loop workflows that survive audits.
• Entrepreneurship and execution: hiring for integrity, measuring traction, sales that respect compliance, and scaling without drama.
• Policy and data: legislative tracking, open standards, and practical ways to align private incentives with public outcomes.

3) Artifacts you can reuse.

Checklists, brief templates, architecture diagrams, and simple models. If a document or pattern saved us time, I will distill it here.

4) Honest constraints.

There will be no hot takes. If I cannot anonymize sensitive details, I will skip the story. When I disclose a relationship or investment, it will be explicit.

Who this is for

• Builders inside government and contractors who ship things that citizens touch.
• Founders and engineers working on regulated problems.
• Operators who care about reliability, security, and outcomes over optics.
• Students and researchers who want real‑world context for their work.

‍