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.

Best Proxy Service in 2026: Bright Data, Oxylabs, Decodo, Webshare, ThorData, IPRoyal and NetNut Compared
Compare Bright Data, Oxylabs, Decodo, Webshare, ThorData, IPRoyal and NetNut by scraping job, entry offer, trial terms and access rules.Nov 10, 2026Build
Abacus AI Review
Can ChatLLM and DeepAgent replace separate AI subscriptions? Compare workflows, usage limits, model routing and team controls before switching.Nov 10, 2026AI
Zoom Alternatives in 2026: Google Meet, Microsoft Teams, Webex, GoTo Meeting, Whereby, Jitsi Meet and Livestorm
Compare Google Meet, Microsoft Teams, Webex, GoTo Meeting, Whereby, Jitsi Meet and Livestorm by meeting limits, AI notes and fit.
Nov 9, 2026Business
Profound AI
Profound AI reviewed for marketing leads: enterprise fit, visibility tracking, agents, trial limits, alternatives, and what to ask before signing.Nov 9, 2026Business
Dropbox Alternatives 2026: Tresorit, OneDrive, Google Drive, Sync.com, Box, pCloud and Egnyte
Compare Dropbox alternatives for business: Tresorit, OneDrive, Google Drive, Sync.com, Box, pCloud and Egnyte, with sharing controls and clear limits.Nov 9, 2026Business
CodeRabbit Pricing: Seat Costs, Limits and Add-Ons
CodeRabbit seat costs for 5, 20, and 50 developers, with monthly and annual totals, Free and OSS terms, review limits, and usage add-ons.Nov 9, 2026Build
ClickUp vs monday.com: Which Fits Your Team?
Compare ClickUp and monday.com by team workflow, automation limits, AI features and the effort of switching. Choose the tool your team will maintain.Nov 9, 2026Business
WebCatalog Review
WebCatalog reviewed for client work: separate accounts, Desktop vs New Tab and Singlebox, Linux support, and when browser profiles are enough.Nov 9, 2026Business
Mercor Competitors in 2026: Scale AI, Surge AI, Turing, micro1, Handshake AI and Toptal
Compare six Mercor competitors for expert data, model evaluations and contract talent. Choose managed delivery or specialists you direct.Nov 9, 2026AI
NVIDIA OpenShell
Run agents inside NVIDIA OpenShell: current OS support, first-agent setup, file and network policies, and the limits to check before production.Nov 8, 2026BuildThe lanes.Pick the one you came for.
323 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.354 piecesBuild
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.129 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.252 piecesBusiness
Voice and phone agents, customer service, sales and marketing, operations and AI search visibility, for the people who run a business.9 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 run492–515 / 1119

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, 2026Design
How to Use GPT-6 Prompt Caching
Set up GPT-6 prompt caching, diagnose misses, and measure cache reads, writes and cost in a repeatable agent workflow.Sep 27, 2026Build
Copilot Managed Runtime Pricing
Separate Copilot Managed Runtime build costs, runtime credits and Power Apps Premium coverage before budgeting an internal AI app.Sep 26, 2026Build
n8n Agents vs Workflows
Choose between n8n Agents and workflows for support and operations, with execution costs, approvals and the limits of the new preview.Sep 26, 2026Build
Is Jev Router Free
Jev Router's catalog says $0. Check what that covers, the cost of routed model calls and the usage records before budgeting an agent.Sep 26, 2026Build
How to Publish Claude Plugins
Publish a Claude plugin through the new directory portal. Check paid-plan access, choose a bundle or MCP connector, and prepare for review.Sep 26, 2026Build
Is Cloudflare MCP Portals Free
Check Cloudflare MCP Portals' free-plan limits, paid seats and separate model or server costs before connecting your team's agents.Sep 26, 2026Build
How to Use Agentic CUDA Optimizer
Set up the CUDA optimizer, run a bounded kernel experiment, and check correctness, GPU time and model costs before trusting a speedup.Sep 25, 2026Build
AI for Marketing Agencies
Run a seven-handoff AI delivery system for campaign drafts, approvals, and sourced client reports, with current costs for five and 20 clients.Sep 25, 2026Playbooks
Runpod Pricing (2026): Pods or Serverless by Paid Time
Calculate Runpod pricing for Pods, Serverless, storage and production inference, with a dated H100 worksheet and a billable-time break-even.Sep 25, 2026Build
How to Use Vercel Sandbox Drives
Keep an agent workspace across Vercel Sandbox runs. Create a Drive, mount it, restart safely, and understand writer, snapshot, and region limits.Sep 25, 2026Build
Firecrawl Alternatives
Compare Firecrawl alternatives for business AI pipelines by crawl support, Markdown and JSON output, migration work and cost per usable page.Sep 25, 2026Build
CodeRabbit Alternatives
Compare CodeRabbit alternatives by Git support, hosting, review limits and real team cost, with clear reasons to switch or stay.Sep 25, 2026BuildPrefer this site in Google
Mark omidsaffari.com as preferred and Google lifts it in Top Stories, AI Overviews and AI Mode for you.
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