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.
230 pieces
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 run228–251 / 890

Best AI Code Review Tools for Small Teams in 2026: CodeRabbit, Greptile, Cursor Bugbot, Codex, Claude Code and Codex Security
Compare six AI code reviewers: live prices for five developers, noise controls, GitHub and GitLab support, retention and one PR reviewed by three bots.Oct 2, 2026AI
Best Social Media Scheduler for Small Business in 2026: Buffer, Later, Postiz, SocialBee, Vista Social and Hootsuite (Compared)
Compare Buffer, Later, Postiz, SocialBee, Vista Social and Hootsuite by five-account cost, networks, approvals and API access in 2026.Oct 2, 2026Business
CloudTalk Pricing (2026): Seat Costs and AI Add-Ons
CloudTalk plans and AI costs verified October 2026. Five- and twenty-seat budgets, calling limits, annual commitments, Aircall and KrispCall.Oct 2, 2026Business
Apollo.io Review (Verified October 2026)
Apollo.io review with current prices, credit math, data-quality evidence, sequencing limits, and Clay, Lusha, ZoomInfo verdicts.Oct 2, 2026Business
Best AI Email Assistants in 2026: Fyxer, SaneBox, Superhuman, Shortwave, Gemini and Copilot (Compared)
Compare Fyxer, SaneBox, Superhuman, Shortwave and native Gmail/Outlook AI by job, live prices, setup time and mail storage.Oct 2, 2026AI
Dropbox DocSend vs Papermark
Compare Dropbox DocSend and Papermark for deck tracking, NDA gates and data rooms, with live prices plus Notion, Google Drive and PandaDoc.Oct 2, 2026Business
Leadpages Pricing (2026): Plans, Limits and Annual Costs
Leadpages pricing verified October 2026: plan costs, annual bills, domains, users, AI credits, and when Unbounce or an AI-built page fits better.Oct 2, 2026Business
Best AI SDR Tools in 2026: AiSDR, Amplemarket, Artisan and 11x (Compared)
Compare AI SDR tools by research, sending, replies and booking. Verified prices, required inputs, human review and cost-per-meeting scenarios.Oct 2, 2026Business
Granola Alternatives: Circleback, MeetGeek, Claap, Krisp, Otter, Fireflies and Fathom (Compared)
Compare Granola alternatives by Windows support, bot-free capture, team sharing, CRM integrations, languages and verified per-seat prices.Oct 1, 2026AI
Gamma Pricing (2026): Plans, Credits and Team Costs
Gamma Free, Plus, Pro and Ultra prices verified October 2026. Compare credits, exports, annual billing and solo or team costs.Oct 1, 2026AI
8 Best AI Visibility Tools for Brands in 2026: Otterly.AI, Peec AI and OmniSEO (Compared)
Compare eight AI visibility tools by engines, prompt limits, citations and monthly price. Pick the right tracker for a founder, team or agency.Oct 1, 2026Business
Wispr Flow Pricing (2026): Free Caps and Team Costs
Wispr Flow costs for 1, 5 and 20 people, monthly vs annual billing, free word limits, education discounts and cheaper dictation alternatives.Oct 1, 2026AI
Best No Code AI Agent Builder in 2026: MindStudio, Gumloop and n8n (8 Compared)
Compare eight no-code AI agent builders by job, entry price, billing unit, integrations and the point where API setup or code becomes necessary.Oct 1, 2026Build
What Is Listen Labs? Pricing and the Salesforce Deal
Listen Labs explained: AI interviews, quote-only pricing, reported costs and what Salesforce's pending acquisition means for your next research contract.Oct 1, 2026Business
How to Use Muse for Small Business
Set up Meta’s Muse for Small Business, connect Shopify and social accounts, and run a weekly review with approval rules and published pricing.Oct 1, 2026AI
Gemini 4 Argon Explained: Access, Cost and When to Switch
Gemini 4 Argon has restricted access and an undated price step. Compare official rates, published benchmarks and when to evaluate it.Oct 1, 2026AI
Best Newsletter Platforms for Creators in 2026: beehiiv vs Kit vs Substack vs Ghost vs MailerLite (Compared)
Compare beehiiv, Kit, Substack, Ghost and MailerLite at 1,000, 10,000 and 50,000 subscribers, plus fees and migration costs.Oct 1, 2026Business
Wispr Flow Review (Verified October 2026)
Wispr Flow's current prices, work-week evidence, speed claims, coding prompts and privacy limits. A clear rule for Free, Pro or Superwhisper.Oct 1, 2026AI
Lovable Pricing (2026): What a Month of Credits Costs
Lovable costs $25/month for Pro or $50 for Business. See annual fees, credit top-ups, expiry, Cloud, app AI and a worked internal-tool budget.Oct 1, 2026Build
Best AI CRM for Startups in 2026: Attio, Close, folk, Pipedrive, HubSpot, Keap and Dex (Compared)
Compare Attio, Close, folk, Pipedrive, HubSpot, Keap and Dex for 1-10 people, with verified seat prices, free limits and AI workflow tradeoffs.Sep 30, 2026Business
How to Set Up Codex Security After DevDay
Set up Codex Security Cloud, PR review, and the CLI. Current team costs, real Gogs findings, SARIF in CI, and the checks you still need.Sep 30, 2026Build
Claude Tag: What It Is, Pricing, and Safe Slack Setup
Claude Tag puts a shared Claude in Slack. See eligibility, usage billing, ambient replies, spend caps, and a safe first-week setup.Sep 30, 2026AI
How to Use GPT-6.1 Sol for Agents and Codex
Set up GPT-6.1 Sol in the Responses API and Codex, choose reasoning effort, price a real task, and know when Sol or Astra still fits.Sep 30, 2026AI
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, 2026BuildPrefer this site in Google
Mark omidsaffari.com as preferred and Google lifts it in Top Stories, AI Overviews and AI Mode for you.
Newsletter
One letter, every Sunday.Working systems, not hot takes.
Weekly. No spam. Unsubscribe anytime.
