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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.

Microsoft 365 Copilot Pricing: Plans, Bundles and Agent Costs
Compare Microsoft 365 Copilot prices, Business bundles, annual commitments and agent charges, with seat-cost comparisons against ChatGPT and Claude.Oct 19, 2026AI
Multimodal AI: What It Means for Your Business
What multimodal AI accepts and returns, how current models differ, and what invoices, meetings, product videos and voice agents need.Oct 19, 2026AI
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
Amazon Bedrock Pricing: Model Rates and a $1,270 App Budget
Amazon Bedrock model rates, direct API comparisons, caching and add-ons, with a $1,270 monthly budget for 100,000 support answers.Oct 19, 2026Build
ChatGPT for Business: What Your Team Gets Beyond Plus
What ChatGPT Business adds beyond Plus: shared work, Work, Codex, data privacy and admin controls, plus when your company needs Enterprise.Oct 19, 2026AI
Claude Fast Mode
Claude fast mode for Opus 5.5: exact setup, subscription billing, standard-versus-fast costs, and when paying for speed makes sense.Oct 19, 2026Build
Kimi vs Claude
Kimi vs Claude for coding, agents and long documents: current models, context limits, hosting choices and when switching to K3 makes sense.Oct 19, 2026AI
AiSDR Review
AiSDR review of research, writing, sending, replies and booking, with founder controls and a worked 500-contact campaign.Oct 19, 2026Business
Claude vs Copilot: Microsoft 365 for Daily Work
Choose Claude or Microsoft 365 Copilot for documents, email, meetings and analysis, with verified access controls and three worked business jobs.Oct 19, 2026AI
Playwright vs Selenium in 2026
Playwright vs Selenium for browser tests: compare architecture, browsers, waiting, parallel runs, AI agents, and migration effort.Oct 19, 2026BuildThe lanes.Pick the one you came for.
230 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.278 piecesBuild
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.121 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.201 piecesBusiness
Voice and phone agents, customer service, sales and marketing, operations and AI search visibility, for the people who run a business.8 piecesPlaybooks
AI for your niche: the workflows that actually move, tool by tool, priced52 piecesExplained
What shipped, explained: every real release, decoded for the people who use it0 piecesLab
The agent journey, entry by entry: what shipped, what broke, what was decided, in the ventures I run420–443 / 890

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’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
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
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
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
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 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
Compare Shopify dropshipping apps by sourcing, automation, shipping coverage, integrations, and total operating cost.Sep 4, 2026Business
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
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 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
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
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 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
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 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
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
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
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
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
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 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
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
Compare seven AI video search tools by retrieval model, workflow fit, privacy, handoff, and current price, with a 50-hour production pilot.Sep 2, 2026DesignPrefer this site in Google
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