Build logs, guides, and field notes
What shipped, what broke, and what it really cost — from running production AI systems.
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- 142
- AI
- Models, agents, coding assistants, image, video, voice 124
- Build
- Ship with AI when you're not an engineer: vibe-coding, app/SaaS builders, automation, MCP, just-enough infra 90
- Design
- For designers, brand owners, creative directors 117
- Growth
- AI for marketing, SEO/GEO, content engines, and the operator-business work of turning audience into revenue 4
- Playbooks
- AI for your niche: the workflows that actually move, tool by tool, priced 22
- Explained
- What shipped, explained: every real release, decoded for the people who use it 0
- Lab
- The agent journey, entry by entry: what shipped, what broke, what was decided, in the ventures I run
Latest articlesWhat shipped, what broke, and what it really cost — from running production AI systems.
Vercel Flat Rate CDN Makes Traffic Bills Predictable
Vercel Pro can use fixed monthly CDN tiers. Learn what spike protection covers, when the next bill rises, and which workloads are excluded.Sep 9, 2026Explained
OmniSEO Review for Small Agencies
Evaluate OmniSEO for a small agency: prompt coverage, citation checks, client reporting, exports, and the plan limits that shape the purchase.Sep 9, 2026Growth
How to Use ChatGPT Sketch on Mobile
Turn a rough phone sketch into a usable image in ChatGPT, then revise, save, and share it with the current mobile controls.
Sep 9, 2026Design
Cut Vercel Build Costs With Basic Machines
Vercel Pro teams can choose Basic builds. Compare rates, build duration, and queue time before switching smaller apps.Sep 9, 2026Explained
How to Create a Punch List From Photos With AI
Turn photo evidence in an inspection report into a checked punch list, with room labels, trade assignments, and a review before handoff.Sep 9, 2026Growth
Best AI Tools for Submittal Spec Checking
Compare AI tools that check submittals against project specs, with source citations, revision handling, file support, and trial checks.Sep 9, 2026AI
VetGeni vs ScribbleVet
Compare VetGeni and ScribbleVet for clinic note workflows, PIMS transfer, team seats, costs, and the checks to make before switching.Sep 8, 2026AI
InspectMind AI Review
Evaluate InspectMind AI for drawing checks, cited findings, revision review, pricing visibility, and the limits a project team should test.Sep 8, 2026AI
Claude Managed Agents Bring Config Changes Into Review
Claude ant apply puts agent setup in versioned files. See what teams can review, how the lockfile works, and the CI status-code catch.Sep 8, 2026Explained
BuildSync vs SpecLens
Compare BuildSync and SpecLens by submittal checks, source citations, supported files, integrations, and the procurement work each fits.Sep 8, 2026AI60–83 / 499
Can AI Video Generators Support Live Audience Participation 2026
Infinite Slop shows AI video can take live prompts, rank them by crowd vote, and generate the next shared scene before the audience leaves.Sep 1, 2026Design
Best Model-Agnostic Coding Agents 2026
Six model-agnostic coding agents ranked by model choice, workflow portability, current pricing, and the cost of switching providers in 2026.Sep 1, 2026Build
Codex CLI 0.152.0, explained: what actually changed
Codex CLI 0.152.0 adds per-tool MCP output limits, longer app-server shell timeouts, Vim draft search, and clearer recovery states.Sep 1, 2026Explained
Can Coding Agents Handle Long-Running Production Tasks 2026
Long-running coding agents can now carry bounded work for hours. The real gain is less supervision, but only with tests, review, and rollback.Sep 1, 2026Build
Best AI Inference Orchestration Platforms 2026
Six AI inference orchestration platforms compared on live pricing, GPU control, portability, and the Nvidia Vera shift. Verified September 2026.Sep 1, 2026AI
Build vs Buy Coding Agents for Internal Workflows 2026
Buy the agent; build the private context layer only when it becomes the bottleneck. Ramp Inspect, current prices, crossover, and switching costs.Sep 1, 2026Build
Vercel's fx AI SDK harness adapter, explained
Vercel added fx to HarnessAgent. Here is how the ACP adapter works, what it costs, and the five limits to know before production.Sep 1, 2026Explained
Best Real Time AI Video Generators for Interactive Apps 2026
Four real-time AI video platforms compared by architecture, live prices, control, continuity, and what can ship inside an interactive app.Aug 31, 2026Design
Free vs Paid AI Meeting Note Takers 2026
Circleback makes unlimited meeting notes free. See when its $15 Pro plan, $25 Business plan, or Fathom's free archive earns the switch.Aug 31, 2026Growth
Cloudflare Adaptive Intelligence, explained
Cloudflare’s bot model now retrains continuously. Here’s what is live, who gets it, how to enable it, and which promised parts still aren’t shipping.Aug 31, 2026Explained
Can Fewer Tools Improve AI Agent Accuracy 2026
Why fx 0.0.7 removed eight tools, when smaller menus can improve agent accuracy, and three products worth building.Aug 31, 2026Build
Best AI Assistants for Field Service Technicians 2026
Six AI assistants compared for field technicians, with live pricing, safety limits, payback math, and a two-week rollout plan.Aug 31, 2026AI
Real Time AI Video API Cost Comparison 2026
fal H3 Max vs MiniMax H3: live API prices, 1,000-second costs, retake math, the 2K crossover, latency, limits, and who should pick each.Aug 31, 2026Design
Best AI Image Editing Models for Brand Consistency 2026
Eight AI image editing models ranked for brand consistency, with live pricing, edit-loop limits, and a Monday workflow for choosing one.Aug 31, 2026Design
Claude Code Pro vs Max for Weekly Agent Workloads 2026
Claude Code Pro vs Max for weekly agents, with live 2026 prices, September's 17% limit cut, overflow break-evens, and the plan to pick.Aug 31, 2026Build
Best AI Previsualization Tools for Video Production 2026
Eight AI previsualization tools ranked by workflow, live price, production limits, and the hours each must save to earn its seat in 2026.Aug 30, 2026Design
Claude Code Alternatives for Predictable Weekly Usage 2026
Seven Claude Code alternatives ranked by budget predictability, with live 2026 prices, hard-cap mechanics, and a September 14 migration plan.Aug 30, 2026Build
Best Open Weight Coding Models for Private Agents 2026
Five open-weight coding models ranked for private agents, with live GPU costs, licenses, framework limits, and the GLM-5.3 deployment decision.Aug 30, 2026Build
Best AI Agent Failure Analysis Tools 2026
Compare 6 AI agent failure analysis tools by tracing, replay, evaluations, retention, and live 2026 prices, with a clear cost-based verdict.Aug 30, 2026Build
Cursor Alternatives With Portable Model Access 2026
Compare Cline, Kilo Code, Zed, and OpenCode on model portability, live 2026 pricing, lock-in limits, migration costs, and the November 12 move.Aug 30, 2026Build
Real Estate Listing AI
A costed AI listing workflow for agents: copy, staging, floor plans, seller reports, contract handoff, compliance, and the human checks that stay.Aug 30, 2026Playbooks
Cloudflare AI Search with GLM-5.3 Flash, explained
Cloudflare AI Search now generates answers with GLM-5.3 Flash. Here's how the pipeline works, what it costs, and when to switch.Aug 30, 2026Explained
Can AI Video Render Faster Than Playback 2026
Yes. fal H3 Max renders a five-second 768p AI video in under three seconds. See what that speed changes, costs, and still cannot do.Aug 30, 2026Design
Best AI Model Alignment Platforms 2026
Compare six AI alignment platforms for post-training, red teaming, evaluation, current pricing, and release gates, verified August 2026.Aug 30, 2026AINewsletter
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