Development & Technology74 articles
Architecture, implementation, authentication, and operations. Articles to inform critical decisions in development.
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
The 95% Failure Trap of the GenAI Divide: Measuring Custom AI ROI with DORA, SPACE, and Core 4 in 2026
What 90 Benchmarks Across Claude Code, Codex CLI, and Copilot CLI Taught Us About Selecting CLIs for Client Projects
GitHub Agentic Workflows CI/CD defense-in-depth: Security design for contract agent operations 2026
Standardized Review Workflows for Agent-Generated PRs — Resilient Operational Architectures for 100 PRs a Day
Token efficiency in GitHub agent workflows — Operational architecture to eliminate "silent API waste" in client projects
GitHub CodeQL Declarative Security Modeling — Integrating SAST into Contract Operations 2026
Computer Use costs 45x more than structured APIs — Cost engineering for custom AI development in 2026
GitHub Copilot Pay-as-You-Go Migration — Token Consumption Governance for Custom Development in 2026
Operating Claude Code Auto Mode safely in client work: Human approval gate design 2026
VS Code 1.118 and Copilot CLI remote control: Guidelines for bringing your own Copilot in custom development 2026
Passing down "our custom style" to Claude Code: Designing automatic extraction of client conventions in contract work 2026
AGENTS.md, SKILL.md, and DESIGN.md: Structuring AI prompt roles in outsourced development (2026)
Critical RCE Vulnerability in git push 2026 — Response Manual to Protect Contract Development Git Pipelines
Lessons from the Money Forward GitHub Incident — Source Code Leak Audits Essential for Custom Development in 2026
Designing outsourced maintenance that integrates Vercel Open Agents into background operations in 2026
GitHub Copilot Individual plan changes ─ Selection criteria for contract development teams
Claude Design and Claude Code Integration Guide: How to Streamline Everything from Design to Implementation
Contract Patterns for Replacing Agent State Management with Git-Compatible FS Using Cloudflare Artifacts 2026
Practical Guide to Starting Code Vulnerability Audits with the Free GitHub Code Security Risk Assessment
Introduction to GitHub Stacked PRs — Development Workflows to Split Massive PRs and Double Review Speed
Halving monthly Claude Code costs: battle-tested patterns for multi-session and token conservation
Official release of GitHub Copilot CLI — Getting started with terminal AI completion and how to use it alongside Claude Code
Building an AI Feature Development Platform with Langfuse That Measures and Improves Accuracy (2026 Edition)
Requirements definition in the era of AI agents: A three-layer design (Spec, Context, Harness) to ensure client project success
Learning from the KAUCHE case study: Operational design for auto-merging 83% of PRs solely with AI using Claude Code Action
In-Depth Analysis of GitHub Copilot CLI's "Rubber Duck" Mode — A New Architecture Using a Second AI for a Second Opinion
The complete guide to MCP: the new standard protocol connecting AI and external tools
Introduction to Harness Engineering — The 2026 Paradigm for Integrating AI Agents into Business Operations
Claude Code case study: Building an AI-driven development workflow
How We Automated Web Production Project Management with Claude Code: Building GitHub × Google Chat Integration in One Day
Building a "self-improving dev team" with Claude Code — Hands-on log from a WordPress child theme migration project
Showing 41–74 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
Read feature 
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
Read series