Why Milestone-Based Delivery Beats Hourly Billing
Hourly billing creates misaligned incentives. Here's why milestones work better for everyone.
Feb 8, 2026
1 min read
Blog
Insights on software development, technical strategy, and building reliable systems.
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Why 70% of Software Projects Fail—And What We Do Differently
The statistic is sobering: 70% of software projects fail to deliver on time, on budget, or on scope. Here's what causes these failures and how to prevent them.
Feb 1, 2026
3 min read
Managing Technical Debt Effectively
Technical debt is inevitable, but it doesn't have to be unmanageable. Learn strategies for keeping it under control.
Nov 8, 2025
7 min read
All Posts
Automating Release Notes: From Commits to Changelogs to Customer Updates
Generate release notes from conventional commits or PR labels — and actually publish them.
Sep 30, 2026
7 min read
Automated Canary Analysis: Promoting Releases Without a Human in the Loop
Move from manual canary review to automated promotion based on metrics. Covers Argo Rollouts and Flagger.
Sep 29, 2026
3 min read
Compliance as Code: Automating SOC 2 and HIPAA Controls
Express controls as testable code rather than wiki pages. Reduces audit prep from weeks to days.
Sep 28, 2026
7 min read
Policy as Code with OPA: Enforcing Rules Across Your Stack
Use Open Policy Agent for K8s admission, IaC, and API authorization. Includes Rego patterns.
Sep 27, 2026
7 min read
DORA Metrics in Practice: Measuring What Actually Matters
Wire deployment frequency, lead time, change-fail rate, and MTTR into your existing tools — without a vendor.
Sep 26, 2026
7 min read
Ephemeral Environments: Spinning Up a Full Stack Per Pull Request
Give every PR a real, throwaway environment. Covers data seeding, secrets, and cost control.
Sep 25, 2026
7 min read
Argo CD vs Flux: GitOps Tool Comparison
Pick a GitOps controller based on multi-tenancy, UX, and Kustomize/Helm support.
Sep 24, 2026
7 min read
Helm Chart Best Practices: Templating Without the Mess
Write charts that survive contact with multiple environments. Covers values structure, tests, and library charts.
Sep 23, 2026
7 min read
Artifact Management: Registries, Promotion, and Retention Policies
Treat artifacts as first-class. Covers promotion across environments and how long to actually keep things.
Sep 22, 2026
7 min read
CI Build Caching: Cutting Pipeline Times in Half
Cache dependencies, layers, and build outputs across runs. Includes cache key design and pollution avoidance.
Sep 21, 2026
7 min read
Self-Hosted CI Runners: When and How to Run Your Own
Decide if hosted runners are still cheapest at your scale. Covers ephemeral runners, scaling, and security boundaries.
Sep 20, 2026
7 min read
GitHub Actions vs GitLab CI vs CircleCI: A 2026 Comparison
Compare the big CI platforms by trigger model, pricing, runner story, and migration cost.
Sep 19, 2026
7 min read
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