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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.
Claim Your Business in ChatGPT
Claim your ChatGPT business profile, complete Persona verification, connect products and publish an eligible agent. What changes, and what does not.Nov 11, 2026Business
MCP vs CLI
Choose MCP or CLI by the job: GitHub, Playwright, and Stripe examples explain context use, permissions, skills, and where each interface fits.Nov 11, 2026Build
Copy AI: Review
Copy.ai reviewed for marketing and sales leads: Workflows, Copy Agents, credit limits, and when ChatGPT or Claude is enough.
Nov 11, 2026Business
Windsurf AI
Windsurf AI is now Devin Desktop. Review its agents, editor workflows, models, pricing, enterprise limits and alternatives.Nov 11, 2026Build
Mythos vs Fable: Which Claude 5.2 Should You Use?
Mythos and Fable 5.2 share capabilities, prices and limits. Compare access, safeguards and verification to choose the right route for your team.Nov 10, 2026AI
Claude Fable 5.2: What Changes Before You Switch
What changes from Fable 5.1, which integrations can break, and who should switch to Claude Fable 5.2 this week.Nov 10, 2026AI
Airtable Alternatives in 2026: Baserow, NocoDB, SeaTable, Grist, Smartsheet, Notion and Softr
Compare Baserow, NocoDB, SeaTable, Grist, Smartsheet, Notion and Softr by record limits, self-hosting, spreadsheets and app-building needs.Nov 10, 2026Build
Best Proxy Service in 2026: Bright Data, Oxylabs, Decodo, Webshare, ThorData, IPRoyal and NetNut Compared
Compare Bright Data, Oxylabs, Decodo, Webshare, ThorData, IPRoyal and NetNut by scraping job, entry offer, trial terms and access rules.Nov 10, 2026Build
Abacus AI Review
Can ChatLLM and DeepAgent replace separate AI subscriptions? Compare workflows, usage limits, model routing and team controls before switching.Nov 10, 2026AI
Zoom Alternatives in 2026: Google Meet, Microsoft Teams, Webex, GoTo Meeting, Whereby, Jitsi Meet and Livestorm
Compare Google Meet, Microsoft Teams, Webex, GoTo Meeting, Whereby, Jitsi Meet and Livestorm by meeting limits, AI notes and fit.Nov 9, 2026BusinessThe lanes.Pick the one you came for.
325 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.356 piecesBuild
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.129 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.255 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 run660–683 / 1126
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, 2026AI
Best AI Agent Governance Platforms 2026
Seven AI agent governance platforms compared on runtime control, pricing, deployment, audit evidence, and the workflow each fits best in 2026.Sep 2, 2026AI
Claude Fable 5.1, explained: cheaper context, stricter rules
Claude Fable 5.1 cuts cache reads to $0.25 per million tokens, but its API changes can break tool calls and edited agent histories.Sep 2, 2026ExplainedPrefer this site in Google
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