Development & engineering
# AI development59 articles
Articles with this tag collected from all categories.
Development & engineering
Claude API user profiles: one company's violation no longer stops everyone
AI Adoption
Claude on Google Cloud: how the two offerings differ and how to choose
Development & engineering
Claude API 2026-10-21 and new major SDK versions: what to check before upgrading
AI Adoption
Gemini 4 Argon introductory pricing: how it actually works through November 30
AI Adoption
Agent Skills move to AAIF: inventorying and verifying in-house skills
AI Adoption
GPT on Google Cloud? What the limited preview settled
Development & engineering
Where to draw the line when letting AI transcribe invoices: typed extraction with Clairic
AI Adoption
What to check in the Models API before switching Claude models
AI Adoption
Opus 5.5 fast mode no longer requires an application: what to check before using it
AI Adoption
web_fetch restrictions in Managed Agents and how to fix them
AI Adoption
OpenTelemetry for the Claude API: 3 points before sending data
Development & engineering
Trying vector search with vec1 in SQLite 3.54.0
AI Adoption
Claude Sonnet 4.5 retires on November 30: what to check for migration
AI Adoption
Claude Team gets up to $500 a month in API credits: what to check before using them
Development & engineering
firebase 13: migrating AI Logic and the default region
AI Adoption
What to check before switching to Claude Sonnet 5.5
Development & engineering
AI increases volume, but not the people who can review it — Zig's decision
Development & engineering
Agents spend a long time waiting — the assumption AX resets
Development & engineering
Adding AI code review to client development: the decisions come before the tool
Development & engineering
An AI coding tool was sending code along with its .git history — what to check when you develop for clients
Development & engineering
Coder Agents hands-on testing on Mac: Can a local LLM handle code fixes and tests?
Development & engineering
Why AI coding stalls on your own code, and how to reflect that in estimates
Development & engineering
Estimating app development through Shopify's return to native
Development & engineering
HydraFusion's 67% cost reduction does not equal an overall cut in development expenses
Development & engineering
If a scaffold can be generated in minutes, what should you hire a development agency for?
Development & engineering
Delegating Development to AI for 130,000 Tasks/Month: What the Company Built First Was the Execution Environment
Development & engineering
How far can AI be used in projects where code cannot leave premises? — The positioning of Junie Local
Development & engineering
When "all tests passed" actually meant 3 skipped tests
Development & engineering
How to accept code written quickly by AI — Acceptance criteria for maintainability
Development & engineering
When AI-generated code is delivered: The "process" boundary drawn by 3 OSS cases
Development & engineering
Cloudflare OS — An internal AI platform that never hands keys to agents
Development & engineering
Who oversees the security of AI-written code? Security auditing for Claude Code
AI Adoption
Now that Claude Opus 5 is here, how to decide which model to entrust with development
Development & engineering
Can You Really Build Cheaper and Faster With AI? The Reality of Custom Development in 2026
Development & engineering
Structuring internal dormant PDFs, emails, and inquiries with LLMs — client work for integration into business systems
Development & engineering
AWS Kiro Web: Standardizing Browser-Based Coding Agents for Client Engagements in 2026
AI Adoption
DeepSeek reasonix slashes AI coding unit costs by 75% — cost optimization implemented in client work 2026
AI Adoption
Google Genkit Middleware launched — Designing cross-cutting AI app layers in custom development 2026
Web Development & Operations
Google Modern Web Guidance Skill Debuts — Solving Outdated AI-Generated CSS and JS in Custom Development for 2026
Showing 1–40 of 59 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
Read feature 
Getting started with AI
at work
Selecting tasks to delegate, experimenting on a small scale, and operating safely.
How AI worksTesting in workflowsSafe usage
Read feature 
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
Read feature 
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