Development and technology91 articles
Architecture, implementation, authentication, and operations. Articles to inform critical decisions in development.
Articles are ordered by popularity over the past 30 days.
AI-driven E2E testing with "e2e": 5 boundaries to set before adopting it
Introduction to Harness Engineering — The 2026 Paradigm for Integrating AI Agents into Business Operations
Official release of GitHub Copilot CLI — Getting started with terminal AI completion and how to use it alongside Claude Code
GitHub Copilot Individual plan changes ─ Selection criteria for contract development teams
VS Code “Agent Window” Preview — Architecture for Operating Multi-Agent Parallel Development in Client Projects in 2026
Learning from the KAUCHE case study: Operational design for auto-merging 83% of PRs solely with AI using Claude Code Action
HydraFusion's 67% cost reduction does not equal an overall cut in development expenses
AGENTS.md, SKILL.md, and DESIGN.md: Structuring AI prompt roles in outsourced development (2026)
Bun 1.4 was rewritten in Rust — Should you adopt it for business systems?
In-Depth Analysis of GitHub Copilot CLI's "Rubber Duck" Mode — A New Architecture Using a Second AI for a Second Opinion
Claude Design and Claude Code Integration Guide: How to Streamline Everything from Design to Implementation
Lessons from the Money Forward GitHub Incident — Source Code Leak Audits Essential for Custom Development in 2026
GitHub cuts tokens by 62% with "MCP pruning + daily audits" ── AI agent cost optimization foundations for client development in 2026
AI increases volume, but not the people who can review it — Zig's decision
The complete guide to MCP: the new standard protocol connecting AI and external tools
Requirements definition in the era of AI agents: A three-layer design (Spec, Context, Harness) to ensure client project success
Building an AI Feature Development Platform with Langfuse That Measures and Improves Accuracy (2026 Edition)
Self-hosted Coder Agents: LLM endpoints, permissions, and audit requirements
Dependabot waits 3 days by default: Redesigning dependency update workflows
Agents spend a long time waiting — the assumption AX resets
How We Automated Web Production Project Management with Claude Code: Building GitHub × Google Chat Integration in One Day
Practical Guide to Starting Code Vulnerability Audits with the Free GitHub Code Security Risk Assessment
Contract Patterns for Replacing Agent State Management with Git-Compatible FS Using Cloudflare Artifacts 2026
Zed 1.0 Launch Shifts IDE Strategy for Client Work: Differentiating from Cursor and VS Code with an Adoption Roadmap
Node.js shifts to an annual major release (Node 27) — LTS strategy and maintenance design for client systems
Handling High Volumes of AI-Generated Pull Requests — Lessons from GitHub's PR Rate Limits
Phased publishing on npm: Moving away from CI-only unattended releases
More deliverables cannot answer "why was this implemented this way?"
Manuals become outdated the day they are delivered — delivering procedures in a regenerable format
How far can AI be used in projects where code cannot leave premises? — The positioning of Junie Local
When Claude Code doesn't read AGENTS.md
Building a "self-improving dev team" with Claude Code — Hands-on log from a WordPress child theme migration project
GitHub Copilot Pay-as-You-Go Migration — Token Consumption Governance for Custom Development in 2026
The 95% Failure Trap of the GenAI Divide: Measuring Custom AI ROI with DORA, SPACE, and Core 4 in 2026
GitLab 19.0 Developer Flow and Secrets Manager — Designing DevSecOps automation in contract development 2026
AWS Kiro Web: Standardizing Browser-Based Coding Agents for Client Engagements in 2026
Don't Take "We're Reviewing Code" at Face Value in Commissioned Development: Only Two Types of Feedback Truly Work
"Development teams will shrink" — Gartner's forecast and how SMBs should choose development partners in the AI era
Cloudflare OS — An internal AI platform that never hands keys to agents
Showing 1–40 of 91 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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Looking back at
emergency vulnerability responses
PHP, certificates and Node.js. A record of the responses that overlapped on October 21–22, 2026, down to the steps we verified and the pitfalls we hit.
Checking providers' responsesInspecting certificates on devicesUpgrading multiple repositories at once
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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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