Development & Technology74 articles
Architecture, implementation, authentication, and operations. Articles to inform critical decisions in development.
Articles are ordered by popularity over the past 30 days.
In-Depth Analysis of GitHub Copilot CLI's "Rubber Duck" Mode — A New Architecture Using a Second AI for a Second Opinion
Coder Agents self-hosted AI coding infrastructure — Contract implementation guide for regulated industries 2026
Zed 1.0 Launch Shifts IDE Strategy for Client Work: Differentiating from Cursor and VS Code with an Adoption Roadmap
Learning from the KAUCHE case study: Operational design for auto-merging 83% of PRs solely with AI using Claude Code Action
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
Claude Design and Claude Code Integration Guide: How to Streamline Everything from Design to Implementation
Bun 1.4 was rewritten in Rust — Should you adopt it for business systems?
How far can AI be used in projects where code cannot leave premises? — The positioning of Junie Local
Halving monthly Claude Code costs: battle-tested patterns for multi-session and token conservation
Requirements definition in the era of AI agents: A three-layer design (Spec, Context, Harness) to ensure client project success
Dependabot waits 3 days by default: Redesigning dependency update workflows
Manuals become outdated the day they are delivered — delivering procedures in a regenerable format
Chat discussions turn straight into code — Where to draw the boundary with contractors
Introduction to Harness Engineering — The 2026 Paradigm for Integrating AI Agents into Business Operations
Practical Guide to Starting Code Vulnerability Audits with the Free GitHub Code Security Risk Assessment
Handling High Volumes of AI-Generated Pull Requests — Lessons from GitHub's PR Rate Limits
The complete guide to MCP: the new standard protocol connecting AI and external tools
Official release of GitHub Copilot CLI — Getting started with terminal AI completion and how to use it alongside Claude Code
AGENTS.md, SKILL.md, and DESIGN.md: Structuring AI prompt roles in outsourced development (2026)
Node.js shifts to an annual major release (Node 27) — LTS strategy and maintenance design for client systems
Do Your Contracts Specify Where Code Is Hosted? The Arrival of Cursor Origin
Delegating Development to AI for 130,000 Tasks/Month: What the Company Built First Was the Execution Environment
Are You Sending Screenshots to Confirm Behavior? — Preserving Verification Artifacts in PRs with GitHub Actions
Building an AI Feature Development Platform with Langfuse That Measures and Improves Accuracy (2026 Edition)
Lessons from the Money Forward GitHub Incident — Source Code Leak Audits Essential for Custom Development in 2026
Critical RCE Vulnerability in git push 2026 — Response Manual to Protect Contract Development Git Pipelines
GitHub CodeQL Declarative Security Modeling — Integrating SAST into Contract Operations 2026
GitHub Agentic Workflows CI/CD defense-in-depth: Security design for contract agent operations 2026
The 95% Failure Trap of the GenAI Divide: Measuring Custom AI ROI with DORA, SPACE, and Core 4 in 2026
Accelerating deployment speed by approximately 50% — CI/CD improvement design for shortening lead times in contract systems
Can You Really Build Cheaper and Faster With AI? The Reality of Custom Development in 2026
Don't Take "We're Reviewing Code" at Face Value in Commissioned Development: Only Two Types of Feedback Truly Work
AI drafts requirements, Claude implements — What clients need to know about navigating "AI-first development"
Cloudflare OS — An internal AI platform that never hands keys to agents
More deliverables cannot answer "why was this implemented this way?"
The day GitHub went down for 8 hours: Outages halt more than just development
Double-Checking “Testing: Complete Set” on an Estimate Using Two Multiplications
The Outsourced Contract Is Over, but Repository Access Remains
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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