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.
Brand24 Review
Brand24’s sources, AI features, alerts and reports, with practical workflows, specific limitations and a clear rule for choosing it.Oct 19, 2026Business
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, 2026AIThe lanes.Pick the one you came for.
230 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.279 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 run252–275 / 891
LearnWorlds Pricing (2026): When Pro Costs Less
Calculate LearnWorlds pricing for AI-built business training, including credits, learners, enrollment fees, and the point where an upgrade pays.Sep 30, 2026Build
ChatGPT Space vs Notion
Compare ChatGPT Space and Notion for shared documents, project databases, agents, permissions, pricing, and the launch limits that affect a switch.Sep 30, 2026Build
How to Use Kitesurf WebMCP
Connect an agent to Kitesurf, discover WebMCP tools, and run a checked task. See the setup and the limits that need a fallback.Sep 30, 2026Build
Amplemarket Pricing
Price Amplemarket's AI sales workflow by annual commitment, seats and credit pools, with current plan limits and a clear rule for when to skip it.Sep 30, 2026Business
GPT-6.1 Sol vs GPT-6 Sol
Compare GPT-6.1 Sol with GPT-6 Sol on cache costs, coding evidence, and the reasoning and tool-call changes that affect an upgrade.Sep 30, 2026AI
Is OpenAI Dots Free
Dots has a one-month usage offer for eligible paid users. Check plan access, regional limits and which future costs remain unknown.Sep 29, 2026Build
Is Kitesurf Free
Kitesurf is free in beta, with account limits. See what your agent can run, which limits matter, and what can still cost money.Sep 29, 2026Build
Databox Alternatives
Compare Databox alternatives for AI analysis and business reporting, with current feature limits, shared tests, and the full cost of switching.Sep 29, 2026Build
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, 2026Business
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, 2026Build
Best AI for Accountants
Compare seven AI tools for accounting firms by workflow, reviewer controls, pricing, and full cost per accepted output.Sep 28, 2026Build
How to Use Janus for Claude Code
Set up Janus on Mac, save separate Claude Code accounts, switch the next session, and check whether each account's usage figures are current.Sep 28, 2026Build
How to Use Copilot Managed Runtime
Build and deploy a Copilot Managed Runtime app with the CLI, then check identity, connectors, preview access and billing limits.Sep 27, 2026Build
Higgsfield API Pricing
Price Higgsfield API video and image jobs, separate API dollars from app credits, and check top-ups, expiry and cashback before scaling.Sep 27, 2026Design
Jev vs GLM-5.3-Flash
Compare Jev with GLM-5.3-Flash through Privatemode Decisions for support routing, image inputs, latency and cost per correct decision.Sep 27, 2026AI
Is Gemini Live Avatar Free
Check Gemini Live Avatar access, Enterprise API charges and custom-avatar limits before budgeting a customer-facing video agent.Sep 27, 2026DesignPrefer this site in Google
Add as a preferred sourceon GoogleMark omidsaffari.com as preferred and Google lifts it in Top Stories, AI Overviews and AI Mode for you.
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