Development and technology91 articles
Architecture, implementation, authentication, and operations. Articles to inform critical decisions in development.
Claude API user profiles: one company's violation no longer stops everyone
Claude API 2026-10-21 and new major SDK versions: what to check before upgrading
Where to draw the line when letting AI transcribe invoices: typed extraction with Clairic
Can bun check in Bun 1.4.3 replace tsc? We tried them side by side
Trying vector search with vec1 in SQLite 3.54.0
firebase 13: migrating AI Logic and the default region
AI-driven E2E testing with "e2e": 5 boundaries to set before adopting it
When Claude Code doesn't read AGENTS.md
AI increases volume, but not the people who can review it — Zig's decision
Agents spend a long time waiting — the assumption AX resets
Peer dependency updates no longer force major bumps on dependents — Changesets v3
Coding with AI, but delivery isn't getting faster — measure CI wait time in three segments
Adding AI code review to client development: the decisions come before the tool
An AI coding tool was sending code along with its .git history — what to check when you develop for clients
Coder Agents hands-on testing on Mac: Can a local LLM handle code fixes and tests?
Why AI coding stalls on your own code, and how to reflect that in estimates
Estimating app development through Shopify's return to native
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Manuals become outdated the day they are delivered — delivering procedures in a regenerable format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"
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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