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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.
AI Tools for Real Estate Agents in 2026: ChatGPT, Gamma, Fyxer and More
Choose AI tools for listing copy, presentations, inbox work, calls and staging. Compare ChatGPT, Gamma, Fyxer and more by job and limits.Nov 14, 2026Business
Gemini 4 Hydrogen Explained: Everyday Coding and Agent Work
Where Gemini 4 Hydrogen fits beside Carbon and Argon, how to access it, and which thinking, context and migration settings matter for everyday work.Nov 14, 2026AI
Supabase Alternatives in 2026: Appwrite, Neon, Firebase and More
Compare seven Supabase alternatives by database, backend services, self-hosting and migration work. See which fits, and when to stay on Supabase.
Nov 14, 2026Build
StreamYard Pricing: What Each Plan Costs and Covers
StreamYard plans, annual costs, recording limits and storage add-ons, with worked budgets for solo shows, interview podcasts and company webinars.Nov 14, 2026Business
Higgsfield MCP
Connect Higgsfield to Claude or another agent. Follow the official setup, upload references correctly, and understand credits, clip limits and workflows.Nov 14, 2026Design
Google Antigravity vs Claude Code
Google Antigravity vs Claude Code: choose by models, parallel agents, permissions, CI and team controls, with current published plans and limits.Nov 13, 2026Build
Opus Clip Pricing: Plans for Your Weekly Video Volume
OpusClip plans, credit limits and annual costs, with worked budgets for a weekly podcast, five hours of video a week, and a small team.Nov 13, 2026Business
Cloudflare vs Vercel in 2026
Cloudflare vs Vercel for Next.js, static sites and AI backends: current runtime limits, a worked bill, spending controls and migration trade-offs.Nov 13, 2026Build
AI Tools for HR in 2026: Workday, Rippling, BambooHR, HiBob, Leapsome, Lattice, Checkr and Trainual (Compared)
Compare eight AI tools by HR job, with verified features, plan requirements and human checks for hiring, onboarding, reviews and people analytics.Nov 13, 2026AI
Fish Audio vs ElevenLabs
Choose Fish Audio or ElevenLabs for voiceovers, cloning, an app or a phone agent. Current models, commercial rights and migration limits compared.Nov 13, 2026AIThe lanes.Pick the one you came for.
332 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.366 piecesBuild
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.131 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.262 piecesBusiness
Voice and phone agents, customer service, sales and marketing, operations and AI search visibility, for the people who run a business.9 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 run684–707 / 1152
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, 2026Design
Gemini agentic video understanding, explained: when 88% fewer tokens is real
Gemini can now inspect only the parts of a long video it needs. Here is how agentic mode works, what it costs, and when static mode still wins.Sep 2, 2026Explained
Local AI Agents vs Cloud AI Agents for Confidential Work 2026
Local agents keep confidential data on-device; cloud agents reason better. See Perplexity's hybrid split, live prices, privacy gaps, and crossover.Sep 2, 2026AIPrefer this site in Google
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