Build logs, guides, and field notes
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.
Microsoft 365 Copilot Pricing: Plans, Bundles and Agent Costs
Compare Microsoft 365 Copilot prices, Business bundles, annual commitments and agent charges, with seat-cost comparisons against ChatGPT and Claude.Oct 19, 2026AI
Multimodal AI: What It Means for Your Business
What multimodal AI accepts and returns, how current models differ, and what invoices, meetings, product videos and voice agents need.Oct 19, 2026AI
Adobe Firefly Review
Adobe Firefly reviewed for commercial work: Adobe and partner models, credits, usage rights, and workflows in Photoshop, Express and Premiere.
Oct 19, 2026Design
Amazon Bedrock Pricing: Model Rates and a $1,270 App Budget
Amazon Bedrock model rates, direct API comparisons, caching and add-ons, with a $1,270 monthly budget for 100,000 support answers.Oct 19, 2026Build
ChatGPT for Business: What Your Team Gets Beyond Plus
What ChatGPT Business adds beyond Plus: shared work, Work, Codex, data privacy and admin controls, plus when your company needs Enterprise.Oct 19, 2026AI
Claude Fast Mode
Claude fast mode for Opus 5.5: exact setup, subscription billing, standard-versus-fast costs, and when paying for speed makes sense.Oct 19, 2026Build
Kimi vs Claude
Kimi vs Claude for coding, agents and long documents: current models, context limits, hosting choices and when switching to K3 makes sense.Oct 19, 2026AI
AiSDR Review
AiSDR review of research, writing, sending, replies and booking, with founder controls and a worked 500-contact campaign.Oct 19, 2026Business
Claude vs Copilot: Microsoft 365 for Daily Work
Choose Claude or Microsoft 365 Copilot for documents, email, meetings and analysis, with verified access controls and three worked business jobs.Oct 19, 2026AI
Playwright vs Selenium in 2026
Playwright vs Selenium for browser tests: compare architecture, browsers, waiting, parallel runs, AI agents, and migration effort.Oct 19, 2026BuildThe lanes.Pick the one you came for.
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AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.278 piecesBuild
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.121 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.201 piecesBusiness
Voice and phone agents, customer service, sales and marketing, operations and AI search visibility, for the people who run a business.8 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 run444–467 / 890
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, 2026Explained
Best Persistent AI Workspaces for Multi-Step Tasks 2026
Compare eight persistent AI workspaces on continuity, files, governance, and current pricing. See which one actually cuts restart cost for your team.Sep 1, 2026Build
v0 Alternatives for Design to Code 2026
Compare six v0 alternatives for design-to-code, with current pricing, code-ownership limits, cost math, and a clear tool-by-tool verdict.Sep 1, 2026Build
Best AI Agent Token Tracking Tools 2026
Eight AI agent token tracking tools compared on cost attribution, controls, live pricing, and when built-in usage stops being enough.Sep 1, 2026Build
Vercel AWS PrivateLink, explained: what Pro teams get
Vercel now gives Pro and Enterprise teams a private route to AWS services. Here is the setup, pricing, limits, and decision rule.Sep 1, 2026Explained
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, 2026Business
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, 2026DesignPrefer this site in Google
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