Build logs, guides, and field notes

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

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

How to Use Cloudflare cf CLI

How to Use Cloudflare cf CLI

Install Cloudflare's cf CLI, authenticate, find commands, and test a Worker workflow with JSON output and the right Wrangler fallback.

Sep 29, 2026Build

The lanes.Pick the one you came for.

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Claude Watermark Detection for Business Documents

Claude Watermark Detection for Business Documents

Claude's keyed watermark can flag likely AI involvement in business documents. Learn what works now, what fails, and what to build next.Aug 17, 2026AI
Devin Pricing (2026): $20 Is the Entry, Not the Budget

Devin Pricing (2026): $20 Is the Entry, Not the Budget

Devin pricing starts at $0. See every plan, hidden quota cost, team-seat break-even, refund rule, and 2026 alternatives.Aug 17, 2026Build
Best AI Text Watermark Detectors 2026

Best AI Text Watermark Detectors 2026

Compare four source-matched AI text watermark detectors, their real deployment costs, and the Claude, Gemini, and ChatGPT verification gaps in 2026.Aug 16, 2026AI
Fireflies Pricing (2026): Pro Wins Until Credits Run Out

Fireflies Pricing (2026): Pro Wins Until Credits Run Out

Fireflies costs $0, $10, $19, or $39 per seat monthly on annual billing. See the AI-credit add-ons, storage limits, and plan break-even.Aug 16, 2026AI
OpenClaw Pricing (2026): Free Software, Paid Runtime

OpenClaw Pricing (2026): Free Software, Paid Runtime

OpenClaw is free, but running it is not. Compare local, VPS, managed, model, search, backup, and labor costs with break-even math verified in August 2026.Aug 16, 2026AI
Sora Review (Verified August 2026)

Sora Review (Verified August 2026)

Sora is closed to consumers and its API ends September 24. See current prices, capabilities, hard limits, and the best active alternatives.Aug 16, 2026Design
Grok Build's Vercel AI SDK adapter, explained

Grok Build's Vercel AI SDK adapter, explained

Vercel put Grok Build behind AI SDK's HarnessAgent. Here is the setup, the auth path, the ACP limits, and who should use it.Aug 16, 2026Explained
Vercel's AI SDK ACP harness adapter, explained

Vercel's AI SDK ACP harness adapter, explained

Vercel's new @ai-sdk/harness-acp package connects ACP-compatible coding harnesses to HarnessAgent. Here's when to use it and where it breaks.Aug 16, 2026Explained
Make Pricing (2026): Free Stops at Two Active Scenarios

Make Pricing (2026): Free Stops at Two Active Scenarios

Make starts free, but two active scenarios and 1,000 credits cap it fast. Compare every 2026 tier, overage, break-even, and alternative.Aug 16, 2026Build
Best AI Agents for GPU Optimization in 2026: AKO, KernelAgent, AutoKernel, Apex, and CUDA Agent (Compared)

Best AI Agents for GPU Optimization in 2026: AKO, KernelAgent, AutoKernel, Apex, and CUDA Agent (Compared)

Compare AKO, KernelAgent, AutoKernel, Apex, and CUDA Agent by hardware, verification, live cost, and end-to-end GPU payback.Aug 16, 2026Build
AI Generated Content Watermark Policy

AI Generated Content Watermark Policy

Visible labels tell people. SynthID, text watermarks, and C2PA carry proof. Here is the 2026 policy workflow for marketing teams.Aug 16, 2026Growth
Best 1080p AI Video Generators

Best 1080p AI Video Generators

Seven 1080p AI video generators compared on native output, commercial rights, current pricing, and the cost of one client-ready clip.Aug 15, 2026Design
Best Local AI Models for Coding in 2026: Qwen3.6, Devstral Small 2, and GLM-4.7-Flash (Compared)

Best Local AI Models for Coding in 2026: Qwen3.6, Devstral Small 2, and GLM-4.7-Flash (Compared)

Compare five local AI coding models by memory fit, coding-agent strength, and the hardware cost that decides whether local beats a cloud seat.Aug 15, 2026Build
Synthesia Pricing (2026): What $19 Buys and Where It Stops

Synthesia Pricing (2026): What $19 Buys and Where It Stops

Synthesia now starts at $19 monthly or $14 on annual billing. See every tier, credit limit, hidden cost, and the minute math before you buy.Aug 15, 2026Design
Groq Pricing (2026): Throughput, Not Tokens, Forces the Upgrade

Groq Pricing (2026): Throughput, Not Tokens, Forces the Upgrade

Groq pricing verified August 2026: free and paid limits, every model rate, batch and cache rules, hidden tool costs, and provider comparisons.Aug 15, 2026AI
Runway Pricing (2026): Unlimited Ends September 1

Runway Pricing (2026): Unlimited Ends September 1

Runway costs $15, $35, or $95 monthly. Compare annual prices, cost per clip, the Max switch, API billing, team costs, discounts, and alternatives.Aug 15, 2026Design
Best AI Gateways for Coding Agents

Best AI Gateways for Coding Agents

Six AI gateways compared for coding agents, with live prices, routing limits, deployment tradeoffs, and a clear pick for each kind of team.Aug 15, 2026Build
Best AI Video Tools for Commercials in 2026: Higgsfield, Creatify, Runway, and Arcads (Compared)

Best AI Video Tools for Commercials in 2026: Higgsfield, Creatify, Runway, and Arcads (Compared)

Higgsfield wins on cinematic control; Creatify wins on ad throughput. Compare 10 tools, live prices, rights, and raw 30-second costs.Aug 15, 2026Design
ChatGPT Computer History Privacy

ChatGPT Computer History Privacy

What ChatGPT Computer History records, where it stores data, what reaches OpenAI, and the business workflows worth testing before you turn it on.Aug 14, 2026AI
Best AI Coding Agents for Enterprise

Best AI Coding Agents for Enterprise

Nine enterprise AI coding agents compared on governance, security, deployment, codebase context, and live pricing, with a clear rollout decision.Aug 14, 2026Build
Granola Pricing (2026): $14 Buys History, Not More Meetings

Granola Pricing (2026): $14 Buys History, Not More Meetings

Granola is free for unlimited meetings; $14/user/month buys full history and integrations. See current tiers, hidden costs, and alternatives.Aug 14, 2026AI
Manus Pricing (2026): $20 Buys 4,000 Credits, Not Unlimited Work

Manus Pricing (2026): $20 Buys 4,000 Credits, Not Unlimited Work

Manus costs $0 to $20,000 a month. Compare every tier, annual price, add-on, team cost, free limit, and the break-even point.Aug 14, 2026AI
Veo Pricing (2026): Free Can Outproduce the 9.99 Pro Plan

Veo Pricing (2026): Free Can Outproduce the 9.99 Pro Plan

Google Veo costs /bin/bash in Flow or /bin/bash.05-/bin/bash.60 per API second. See every plan, credit limit, hidden cost, and the break-even by output.Aug 14, 2026AI
Antigravity Pricing (2026): The $20 Plan Is the Default

Antigravity Pricing (2026): The $20 Plan Is the Default

Google Antigravity costs $0 to $199.99 a month. Compare every tier, quota limit, hidden AI-credit overage, and the plan most developers should buy.Aug 14, 2026AI
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