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.
n8n Workflow Automation: Build It Yourself or Have Us Run It
n8n is free to self-host and bills Cloud per execution (Starter 20€/mo). The honest fork: when to DIY in n8n vs when to have a team build and run it.
How to Choose an AI Development Company in 2026
Build vs buy, a 7-question vendor-vetting checklist, and AI cost tiers from $50K to $1M+. How to pick an AI development company that ships to production, not demos.
RPA vs AI Agents: Which Automation Actually Fits in 2026
RPA wins on deterministic, structured work; AI agents handle input variation. Forrester says 50% of RPA stalls on variable processes. A traits-to-tool decision matrix.
AI Automation for Business: What to Automate First
AI could automate 57% of US work hours, but most teams automate the wrong thing first. A volume x stakes x documentation grid for the first workflow, plus payback math.
Best AI Receptionists in 2026: An Honest Comparison
An honest 2026 AI receptionist comparison: Smith.ai ($95-$800/mo), Ruby ($250-$1,725/mo), Goodcall ($79-$249/mo), and when a custom build wins.
What SOAP Note Automation Actually Costs
SOAP note automation runs from buy (a per-provider subscription) to build (a custom pipeline). The real cost model: build vs buy, integration, and ROI.
Deepgram vs AssemblyAI for Medical Transcription
An honest Deepgram vs AssemblyAI comparison for medical transcription: accuracy, streaming, pricing patterns, HIPAA BAA terms, diarization, and custom vocab.
HIPAA-Compliant App Architecture: What It Requires
HIPAA-compliant architecture means encryption, audit logging, least-privilege access, a complete BAA chain, PHI segmentation, and breach detection in code.
Custom CRM Development Cost: What You Pay and When to Buy
Custom CRM development runs $24K basic to $360K+ enterprise in 2026. What sets the tier, the 10-20% yearly upkeep, and when Salesforce is the cheaper call.
Data Migration Services: What It Costs and Why It Slips
Data migration cost in 2026: $5K to $15K small, $20K to $60K mid-size, $75K to $250K+ enterprise. Where the budget really goes, and why projects overrun.
Nearshore Software Development: Rates, Trade-offs, When It Wins
Nearshore software development in 2026: senior LATAM engineers run $50 to $90/hr, versus $25 to $45 offshore and $150 to $250 onshore. When the overlap pays off.
Computer Vision Development: Cost, Timeline, What Breaks
Computer vision development costs $10K to $350K+ in 2026 depending on scope. The real budget line is data, not the model. What a CV build actually takes.