Development and technology91 articles
Architecture, implementation, authentication, and operations. Articles to inform critical decisions in development.
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
GitHub Secret Scanning × MCP Server GA — Custom Development Architecture Integrating SecOps into AI Agents 2026
Self-hosted Coder Agents: LLM endpoints, permissions, and audit requirements
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
Showing 41–80 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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