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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.
Is Claude API Build Eval Free
See what Claude API build-eval charges for, how cases and repeats multiply usage, and how to price a pilot before a full run.Sep 29, 2026Build
How to Use Shopify WebMCP Checkout
Use Shopify WebMCP checkout tools to read and update a checkout, handle payment handoffs, and submit only after the buyer confirms.Sep 29, 2026Build
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
Krisp Review
Krisp reviewed for business calls: noise cancellation, routing, pricing, and the checks that show when your meeting app is enough.Sep 29, 2026Build
SaneBox Pricing
Compare SaneBox pricing by email accounts, features and billing term, with the full upfront bill and a clear rule for when to upgrade.Sep 29, 2026Build
Marblism Pricing (2026): Budget Tasks, Not Seats
Calculate Marblism pricing from fixed task charges, shared hours, billing terms, and exactly what stops when the allowance runs out.Sep 28, 2026Build
How to Use Claude Sonnet 5.5
Start using Claude Sonnet 5.5, choose an effort level, and fix the thinking and tool-call settings that can break an existing API workflow.Sep 28, 2026AI
Fyxer Pricing
See Fyxer pricing for one or several inboxes, the real annual team bill, and the time its drafts must save to earn the subscription.Sep 28, 2026Build
Lusha Alternatives
Compare Lusha alternatives by contact coverage, credit burn, CRM handoff, and the full cost of feeding an AI sales workflow.Sep 28, 2026Growth
Is Cloudflare Worker Previews Free
Check Worker Previews' free-plan limits, Workers usage and separate storage or agent costs before budgeting branch tests.Sep 28, 2026BuildThe lanes.Pick the one you came for.
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AI Agent Fallback Costs
A sandboxed writer triggered paid image fallbacks until a shared balance ran out. The incident, missing outputs, and fix at the upload boundary.Sep 24, 2026Build
Chatbase Alternatives
Compare Chatbase alternatives by support workflow, current costs, human handoff, and migration work. See when staying on Chatbase makes more sense.Sep 24, 2026Growth
Is Cursor Rollouts Free
Cursor Rollouts needs Teams or Enterprise. Understand the 10-day launch credits, roughly 50 or 500 changes, and the costs to check.Sep 24, 2026Build
How to Use Unreal Agent
Run Unreal Agent from Unreal Labs on a bounded repo task. Check Go setup, provider keys, JSONL output, sessions and actual usage.Sep 24, 2026Build
Gemini 3.8 Flash TTS Pricing
Price Gemini 3.8 Flash TTS by audio minute, compare Flash-Lite and service tiers, and budget the January 2027 increase.Sep 24, 2026Design
How to Use JetBrains Air
Install Air Alpha in your JetBrains IDE, connect an agent, add project context, and review your first code change.Sep 23, 2026Build
Claude Opus 5.5 vs Opus 5
Compare Claude Opus 5.5 and Opus 5 on token costs, cache savings, coding work, and the API changes to check before switching.Sep 23, 2026AI
Is JetBrains Air Free
Air's IDE plugin is free. Compare Junie Lite, existing agent subscriptions, provider API billing, and JetBrains AI credits.Sep 23, 2026Build
GPT-6 Sol vs Luna
Compare GPT-6 Sol and Luna on task fit, the 20x token-price gap, shared limits, and the checks that show when Sol earns its higher cost.Sep 23, 2026AI
Is GPT-6 Luna Free
GPT-6 Luna is free to try in the desktop app. See which plans and surfaces support it, what limits remain, and when API charges apply.Sep 22, 2026AI
How to Use MiMo V2.6
Set up Xiaomi MiMo V2.6 in Studio and the API, choose the right key and model, and complete a first business task with clear checks.Sep 22, 2026AI
MiMo V2.6 Pro vs Flash
Compare MiMo V2.6 Pro and Flash for coding and agent work: task success, token costs, cache savings and when Pro earns its higher price.Sep 22, 2026AI
Is MiMo V2.6 Free
MiMo V2.6 Flash has a temporary free endpoint. Compare that offer with MIT model downloads, paid API access and desktop plans.Sep 22, 2026AI
Firecrawl Self Host
Self-host Firecrawl from a pinned release, verify a scrape, and compare features and 30-day costs with Cloud before choosing a deployment.Sep 22, 2026Build
Human Approval for AI Agent Retries
An agent spent $5.48 before anyone looked. See why paid redos need approval that the model cannot grant itself.Sep 22, 2026Build
MindStudio AI Agent Builder
Evaluate MindStudio AI Agent Builder by workflow fit, plan limits, model charges, and the cost of 1,000 or 10,000 completed jobs.Sep 22, 2026Build
Superwhisper vs Wispr Flow
Compare Superwhisper and Wispr Flow for business dictation: local and cloud settings, supported devices, correction work, and the full subscription cost.Sep 22, 2026Build
AI Automation Agency
Choose an AI automation agency by workflow fit, 90-day total cost, support, and ownership. Compare providers and check the pilot before signing.Sep 22, 2026Build
Grok 4.7 vs Grok 4.6
Grok 4.7 starts at the same token price as 4.6. Compare access, coding evidence and task costs before moving your workflow.Sep 21, 2026AI
Specification Gaming in Production AI Agents
An AI editor sent 50 of 96 articles off topic. The measured costs, the rules that rewarded drift, and the controls that replaced them.Sep 21, 2026AI
How to Use Claude Code Projects
Set up Claude Code Projects, check beta access, share context across cloud threads, and see which usage and local-tool limits matter.Sep 21, 2026Build
Step 5 Preview Pricing
Compare Step 5 Preview API rates with Step Plan Credits, cached-input discounts, and reasoning costs before choosing your billing route.Sep 21, 2026AI
How to Use Jev
Use Jev to route a support ticket, read its confidence scores, and test when your workflow should hand the decision to a person.Sep 21, 2026Build
Grok Voice Transcribe 2.0 Keeps Batch Audio at $0.10/Hour
Grok Voice Transcribe 2.0 keeps batch and streaming rates unchanged. Check the default-model transition and test transcript quality before switching.Sep 20, 2026ExplainedNewsletter
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