Journal
Insights
Notes on AI systems, architecture, and shipping software.
Jul 14, 2026 · 2 min
Apple Intelligence and On-Device AI: Privacy Marketing or a Real Product Shift?
What Apple’s on-device and Private Cloud Compute approach means for app builders, data strategy, and competing with cloud-first AI products.
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Jul 14, 2026 · 3 min
OpenAI vs Microsoft vs Google: What the AI Platform Race Means for Product Companies in 2026
How the OpenAI–Microsoft partnership, Google Gemini, and model commodity pressure change build-vs-buy decisions for B2B software teams.
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Jul 14, 2026 · 2 min
When Not to Migrate: Fix, Buy, or Retire Instead
Honest decision guide: when migration is the wrong investment—stabilize, repurchase SaaS, retire systems, or contain legacy with a facade.
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Jul 14, 2026 · 2 min
Application Migration Checklist for CTOs and Product Leaders
A field checklist for application migration: stakeholders, inventory, security, testing, cutover, communications, and post-migration hypercare.
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Jul 14, 2026 · 2 min
Business Process Improvement with Software: Where to Start for Real ROI
A practical BPI playbook: map processes, find bottlenecks, choose automation vs productization, measure ROI, and avoid digitizing broken workflows.
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Jul 14, 2026 · 2 min
Database Migration Guide: Zero-Downtime Patterns Businesses Need
Practical database migration patterns—expand/contract, dual writes, backfills, CDC, and cutover checklists that protect revenue systems.
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Jul 14, 2026 · 2 min
Legacy System Modernization: Improve the Business Without Freezing Features
How to modernize legacy systems while shipping product: modularization, anti-corruption layers, risk scoring, and capacity allocation for business improvement.
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Jul 14, 2026 · 2 min
Cloud Migration for Businesses: Benefits, Risks, and a Sensible Approach
What cloud migration really improves—and what it does not. Rehost, replatform, refactor choices, cost control, security shared responsibility, and anti-patterns.
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Jul 14, 2026 · 2 min
Software Migration Strategy: A Practical Roadmap Without the Drama
A step-by-step migration strategy: discovery, strangler patterns, dual-run, data cutover, rollback, and program governance for mid-market and product companies.
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Jul 14, 2026 · 4 min
Why Companies Migrate Software Projects: 12 Real Business Triggers
The real reasons organizations migrate systems—cost, risk, talent, compliance, product speed—and how to tell a necessary migration from a resume-driven rewrite.
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