Build logs, guides, and field notes

What shipped, what broke, and what it really cost — from running production AI systems.

Latest articlesWhat shipped, what broke, and what it really cost — from running production AI systems.

Adobe Firefly Review

Adobe Firefly Review

Adobe Firefly reviewed for commercial work: Adobe and partner models, credits, usage rights, and workflows in Photoshop, Express and Premiere.

Oct 19, 2026Design

The lanes.Pick the one you came for.

420–443 / 890
Vercel AI Gateway Budgets Cap Each Teammate's Spend

Vercel AI Gateway Budgets Cap Each Teammate's Spend

Set per-user AI Gateway budgets, separate shared production keys, and know which requests stop when a teammate's allowance runs out.Sep 6, 2026Explained
ActiveCampaign Review (Verified September 2026)

ActiveCampaign Review (Verified September 2026)

ActiveCampaign’s AI and official Claude and ChatGPT connectors are compelling. See verified 1K to 50K contact costs, limits, alternatives, and verdict.Sep 6, 2026Business
Share a ChatGPT Site With Clients Without Workspace Seats

Share a ChatGPT Site With Clients Without Workspace Seats

ChatGPT Sites can now give named clients view-only access without adding them to your workspace or making the Site public. Here is the workflow.Sep 6, 2026Explained
Django vs FastAPI on Cloudflare Workers

Django vs FastAPI on Cloudflare Workers

Compare Django and FastAPI on Cloudflare Workers now that WSGI and ASGI frameworks run there, including migration, startup, and package limits.Sep 5, 2026Build
How to Reduce Claude Code Skill Context Cost

How to Reduce Claude Code Skill Context Cost

Claude Code now measures unused skill context. Use /skill-doctor to prune token rent without deleting instructions active workflows need.Sep 5, 2026Build
Best Insurance Lead Follow Up Automation Tools

Best Insurance Lead Follow Up Automation Tools

Compare insurance lead follow-up tools by response speed, channels, CRM and AMS sync, compliance controls, handoff, and operating cost.Sep 5, 2026Business
Cloudflare Workers Ends the Bundle-Size Upgrade

Cloudflare Workers Ends the Bundle-Size Upgrade

Cloudflare removed the 3 MB and 10 MB compressed caps. See when 64 MiB Total Upload lets heavier frameworks and Wasm stay on Free.Sep 5, 2026Explained
Best Dropshipping Apps for Shopify Stores 2026

Best Dropshipping Apps for Shopify Stores 2026

Compare Shopify dropshipping apps by sourcing, automation, shipping coverage, integrations, and total operating cost.Sep 4, 2026Business
AI Tools for Lawyers

AI Tools for Lawyers

Seven law-firm workflows with live tool prices, no-code setup steps, monthly cost math, data boundaries, and the human checks that stay.Sep 4, 2026Playbooks
Lyria 3.5 Clip vs Pro

Lyria 3.5 Clip vs Pro

Compare Lyria 3.5 Clip and Pro by duration, control, iteration speed, output workflow, and the jobs each model is built to handle.Sep 4, 2026Design
GPT-6 Astra Forces a Responses API Decision

GPT-6 Astra Forces a Responses API Decision

GPT-6 Astra makes tool use a Responses API job and adds async tools plus mid-turn steering. Here is the migration and operating impact.Sep 4, 2026Explained
AI for Property Managers

AI for Property Managers

A costed AI playbook for tenant messages, maintenance, leasing, inspections, lease review, owner reports, and the human checks that stay.Sep 4, 2026Playbooks
Emergent Review

Emergent Review

A buyer-focused Emergent review of build quality, debugging, deployment, ownership, code export, and the limits that matter before you commit.Sep 3, 2026Build
Codex Plugin Marketplaces Cut Repeated Team Setup

Codex Plugin Marketplaces Cut Repeated Team Setup

Codex CLI 0.153.0 can manage plugins from remote marketplaces. See how that shifts setup labor into catalog trust, updates, and rollback.Sep 3, 2026Explained
How to Build an AI Shopping Agent for Ecommerce

How to Build an AI Shopping Agent for Ecommerce

Build an ecommerce shopping agent around catalog data, checkout, permissions, human handoff, latency, and evals, not just a convincing demo.Sep 3, 2026Business
Cursor Self-Hosted Agents Keep Tools Inside Your Network

Cursor Self-Hosted Agents Keep Tools Inside Your Network

Cursor split its hosted agent loop from tool execution. See what stays inside your network, what still leaves, and what your team must operate.Sep 3, 2026Explained
How to Give Coding Agents a Design System

How to Give Coding Agents a Design System

Build a design system coding agents can follow with one guidance file, constrained styles, fixed evals, and a human review loop.Sep 3, 2026Build
How to Use Google Pics in Docs and Slides

How to Use Google Pics in Docs and Slides

Use Google Pics inside Docs and Slides for targeted edits, text changes, translation, team review, and a clean export workflow.Sep 3, 2026Design
How Healthcare Teams Connect EHR Data to ChatGPT

How Healthcare Teams Connect EHR Data to ChatGPT

A practical deployment checklist for connecting healthcare data to ChatGPT, with access controls, verification, audit trails, and fallbacks.Sep 3, 2026AI
Qwen 3.8 Max vs Claude Fable 5.1 for Coding Agents

Qwen 3.8 Max vs Claude Fable 5.1 for Coding Agents

Compare Qwen 3.8 Max and Claude Fable 5.1 on coding-agent quality, tool use, context, deployment, and verified workload cost.Sep 2, 2026Build
Dental Office Automation With AI

Dental Office Automation With AI

A costed dental AI playbook for phones, notes, recall, insurance, treatment presentation, HIPAA, and the human checks that stay.Sep 2, 2026Playbooks
Cloudflare D1 Free Limits: When Queries Stop

Cloudflare D1 Free Limits: When Queries Stop

Cloudflare D1 now stops free-tier queries after daily limits. See the failure mode, reset window, monitoring plan, and upgrade decision.Sep 2, 2026Explained
Can Reward Hacking Make AI Agents Bypass Safeguards 2026

Can Reward Hacking Make AI Agents Bypass Safeguards 2026

Anthropic’s Hacker-Opus shows how a score-seeking agent can attack monitors, permissions, and simulated infrastructure, plus what operators should change.Sep 2, 2026AI
Best AI Video Search Tools for Production Teams 2026

Best AI Video Search Tools for Production Teams 2026

Compare seven AI video search tools by retrieval model, workflow fit, privacy, handoff, and current price, with a 50-hour production pilot.Sep 2, 2026Design

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