Development & Technology74 articles
Architecture, implementation, authentication, and operations. Articles to inform critical decisions in development.
HydraFusion's 67% cost reduction does not equal an overall cut in development expenses
If a scaffold can be generated in minutes, what should you hire a development agency for?
The Outsourced Contract Is Over, but Repository Access Remains
Why does changing a login flow require three separate releases?
Double-Checking “Testing: Complete Set” on an Estimate Using Two Multiplications
Are You Sending Screenshots to Confirm Behavior? — Preserving Verification Artifacts in PRs with GitHub Actions
Delegating Development to AI for 130,000 Tasks/Month: What the Company Built First Was the Execution Environment
How far can AI be used in projects where code cannot leave premises? — The positioning of Junie Local
Bun 1.4 was rewritten in Rust — Should you adopt it for business systems?
Chat discussions turn straight into code — Where to draw the boundary with contractors
The day GitHub went down for 8 hours: Outages halt more than just development
When "all tests passed" actually meant 3 skipped tests
Do Your Contracts Specify Where Code Is Hosted? The Arrival of Cursor Origin
Manuals become outdated the day they are delivered — delivering procedures in a regenerable format
How to accept code written quickly by AI — Acceptance criteria for maintainability
More deliverables cannot answer "why was this implemented this way?"
Phased publishing on npm: Moving away from CI-only unattended releases
When AI-generated code is delivered: The "process" boundary drawn by 3 OSS cases
Cloudflare OS — An internal AI platform that never hands keys to agents
Dependabot waits 3 days by default: Redesigning dependency update workflows
Who oversees the security of AI-written code? Security auditing for Claude Code
AI drafts requirements, Claude implements — What clients need to know about navigating "AI-first development"
"Development teams will shrink" — Gartner's forecast and how SMBs should choose development partners in the AI era
Don't Take "We're Reviewing Code" at Face Value in Commissioned Development: Only Two Types of Feedback Truly Work
Handling High Volumes of AI-Generated Pull Requests — Lessons from GitHub's PR Rate Limits
Can You Really Build Cheaper and Faster With AI? The Reality of Custom Development in 2026
Escaping “Branch Switching Hell” with git worktree — Speeding up Concurrent Contract Development
How Contract Teams Review and Manage Massive Volumes of Code Generated by AI Agents
Malware Disguised as Attractive Job Offers — Protecting Custom Development Teams from Attacks Targeting Developers
Structuring internal dormant PDFs, emails, and inquiries with LLMs — client work for integration into business systems
How far should you accept AI refactoring suggestions? — Designing tech debt "decision-making" in custom maintenance
Accelerating deployment speed by approximately 50% — CI/CD improvement design for shortening lead times in contract systems
Node.js shifts to an annual major release (Node 27) — LTS strategy and maintenance design for client systems
GitHub cuts tokens by 62% with "MCP pruning + daily audits" ── AI agent cost optimization foundations for client development in 2026
AWS Kiro Web: Standardizing Browser-Based Coding Agents for Client Engagements in 2026
GitLab 19.0 Developer Flow and Secrets Manager — Designing DevSecOps automation in contract development 2026
Internal GitHub repository compromise (via malicious VSCode extension) — Designing developer device governance delegation in custom development 2026
Cursor Composer 2.5 Debuts with 10x Compute: Designing AI Coding Adoption for Engineering Teams in 2026
VS Code “Agent Window” Preview — Architecture for Operating Multi-Agent Parallel Development in Client Projects in 2026
Showing 1–40 of 74 articles
Turning concepts into design.
Development Environment↔AI Models
Access Permissions · Data · Logs
Building an environment
to use AI internally
Internal data, development environments, and access permissions. Advancing adoption concepts into concrete technical reviews.
Compare approachesOrganize implementation requirementsTest on a small scale
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Google Workspace
administration basics
Resolving administrator uncertainties from rollout to sharing and permissions.
Pricing & rolloutSharing rulesPermissions & security
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Getting started with AI
at work
Selecting tasks to delegate, experimenting on a small scale, and operating safely.
How AI worksTesting in workflowsSafe usage
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Improvement notebook for
growing your website
Forms, usability, and updates: tackling post-launch improvements one step at a time.
Form optimizationUI refinementsUpdates & operations
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