Notes from the gmware team.
Practical writing on building and shipping software: what it costs, how to buy it, and how to get it right. From the engineers who do the work.
IT Consulting in Austin: Local Oversight, Dual-Shore Delivery
What Austin IT consulting runs in 2026: advisory rates of $100 to $300/hr, $300 to $500+ for AI and security work, and why the local-office claim is worth a check.
AI Agent Development Cost in 2026: Single Task to Multi-Agent
AI agent development cost in 2026: $15K to $40K for a single-task agent up to $120K to $400K+ for multi-agent systems, plus a $3.2K to $13K monthly run bill.
Managed IT Services Cost: What You Pay and How It's Priced
Managed IT services cost $100 to $200 per user a month in 2026. Pricing models, per-device rates, hidden fees, and when break-fix beats a contract.
vCISO Services: What a Virtual CISO Costs and When to Hire One
vCISO services in 2026: what a virtual CISO does, retainer costs from $3K to $15K a month, how it stacks up against a full-time CISO and an MSSP, and when you need one.
Power BI Consulting Cost: Rates, Fees, and When to Hire
Power BI consulting cost in 2026: $80 to $200/hour, $5K to $75K per project, retainers from $8K/mo, plus what moves the number and when in-house wins.
Software Testing Services: What They Cost and What You Get
Software testing services in 2026 cost $25 to $200+/hr, or $2K to $50K a month by model. Rates by region, what a real QA engagement covers, when to hire in-house.
Machine Learning Consulting: When You Need It, What It Costs
Machine learning consulting, straight: a custom ML build runs $80K to $350K and needs 5,000+ labeled examples first. When you need it, when a rules engine wins.
Generative AI Consulting: What It Does and When to Skip It
Generative AI consulting scopes where LLMs, RAG, and agents actually pay off. The decision matrix, the build phases, and why 42% of AI projects never ship.
Multi-Cloud Management Platforms: What They Do and Cost
A multi-cloud management platform gives you cost visibility, policy, and control across AWS, Azure, and GCP. What they cover, the buy-vs-build call, and when to skip it.
Managed Kubernetes Services: What They Cost and When You Need One
Managed Kubernetes control-plane fees run $0 to $73 a cluster per month on EKS, GKE, and AKS. The real cost is the platform engineer. When k8s is overkill.
Cloud Consulting Services: What You Actually Get and What It Costs
Cloud consulting services run $100 to $300+/hr for US firms. What engagements exist, when to hire a consultant vs. a full-timer, and how to vet the scope.
Managed Security Services Provider (MSSP): Costs and When to Hire
MSSP pricing in 2026: $30 to $150/user/month, or $2K to $7K/month for a 50-person company. What's included, what's not, and when in-house makes more sense.