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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 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, 2026AIThe lanes.Pick the one you came for.
148 pieces
AI
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Ship with AI when you're not an engineer: vibe-coding, app/SaaS builders, automation, MCP, just-enough infra151 piecesDesign
For designers, brand owners, creative directors138 piecesGrowth
AI for marketing, SEO/GEO, content engines, and the operator-business work of turning audience into revenue6 piecesPlaybooks
AI for your niche: the workflows that actually move, tool by tool, priced51 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 run12–35 / 638
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
Best Software for Tatting Diagrams
Compare tools for tatting diagrams by ring and chain editing, stitch labels, reusable symbols and clean printable patterns.Sep 20, 2026Design
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, 2026Explained
Best Software for Tablet Weaving Patterns
Compare tablet-weaving tools for threading, turning, twist control and printable drafts so your design can reach the loom.Sep 20, 2026Design
PCStitch vs WinStitch for Photo Conversion
Compare PCStitch and WinStitch on photo cleanup, thread colors and readable charts before turning a picture into a stitching project.Sep 20, 2026Design
Quilt Assistant Review
QuiltAssistant turns photos into pieced blocks and templates. Check its free tools, old Windows release and limits before choosing it.Sep 20, 2026Design
WinStitch Pricing
Decode WinStitch's Premium price, local taxes, Mac bundle and optional lifetime upgrades before paying.Sep 20, 2026Design
Cloudflare Lets You Debug a Failed Browser Job Before Rerunning
Cloudflare Browser Run now records more evidence for debugging. Learn what to inspect before rerunning a broken browser job.Sep 19, 2026Explained
ngram vs Demosmith
Compare ngram and Demosmith for product videos, browser capture, revisions and usable exports, with costs matched to the same job.Sep 19, 2026Design
v0 Can Now Reuse Your Private Component Library
v0 can now install private npm packages. See how to reuse your team's components and check the work still needed before shipping.Sep 19, 2026Explained
How to Tile Sewing Patterns in Seamly2D
Export a Seamly2D pattern as tiled pages, set the printer scale, align the sheets and check a test square before cutting fabric.Sep 19, 2026Design
WeavePoint vs Fiberworks
Compare WeavePoint and Fiberworks on computer support, draft editing, WIF exchange, print output and the licence needed for your loom.Sep 19, 2026Design
Stitchmastery Knitting Software Cost
Check Stitchmastery's licence price, two-computer allowance, VAT, demo limits and upgrade terms before buying or moving an installation.Sep 19, 2026Design
How to Make Claude Code Read AGENTS.md
Set up Claude Code's native AGENTS.md support, check which instruction file loads, and handle provider limits and existing CLAUDE.md files.Sep 19, 2026Build
Claude Code Cuts Auto Mode Classifier Charges
Claude Code 2.1.278 removes classifier charges for eligible sessions. Check /status and gateway fallback before changing your agent budget.Sep 19, 2026Explained
Best Software for Overlay Mosaic Crochet Charts
Compare overlay mosaic crochet chart software by symbols, written rows, exports and the checks needed before you crochet.Sep 19, 2026Design
Stitchworks Crochet Charts Review
Review Stitchworks Crochet Charts for crochet symbols, rows, rounds and PDF or SVG export, including its archived status and current compatibility limits.Sep 19, 2026Design
How to Add Seam Allowance in Valentina
Add seam allowance in Valentina, adjust individual edges and fold lines, then check notches and the exported cutting outline.Sep 19, 2026Design
EnvisioKnit Review
Review EnvisioKnit for knitting pattern design: chart editing, mirrored stitches, written instructions, export files and current computer support.Sep 19, 2026Design
Vercel Lets You Pay for Faster Builds One Deploy at a Time
Use Vercel Turbo for an urgent deployment while keeping routine build defaults. Compare the extra build cost with the time saved.Sep 18, 2026Explained
Best Software for Leather Patterns
Compare leather pattern software for stitching holes, PDF tracing, cut files and accurate printing, including Leathercraft CAD 4.1.1.Sep 18, 2026Design
Fiberworks Bronze vs Silver
Choose Fiberworks Bronze or Silver by price, drafting features, shaft limits, and operating system. Keep Silver Plus loom control separate.Sep 18, 2026Design
Best Software for Diamond Painting Patterns
Compare diamond painting pattern software for photo cleanup, color counts, symbols and printing at the right size for your drills.Sep 18, 2026Design
ChatGPT for Word Cuts Document Copying Between Apps
Draft and revise inside Word with ChatGPT. Check add-in access, shared usage limits and a practical document-editing workflow.Sep 18, 2026ExplainedNewsletter
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