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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.

Evernote Alternatives 2026: Joplin, UpNote, Notion, Obsidian, OneNote, Zoho Notebook and Fabric (Compared)
Compare seven Evernote alternatives by import method, web clipping, PDFs and workflow. Find the right home for your existing notes.Nov 8, 2026Business
Cheap SEO Tools in 2026: Ubersuggest, KeySearch, Ahrefs, Mangools, SE Ranking and DataForSEO
Compare six cheap SEO tools by 12-month cost, tracked keywords, audit limits and users. Find the entry plan that fits your workload.Nov 8, 2026Business
Perplexity vs Grok
Perplexity for sourced work research, Grok for live X discussion. Compare reasoning, free access, current subscriptions and team controls.
Nov 8, 2026AI
Best Antivirus for Small Business in 2026: Bitdefender, Microsoft Defender, ESET, Sophos, CrowdStrike and Malwarebytes
Compare Bitdefender, Microsoft Defender, ESET, Sophos, CrowdStrike and Malwarebytes by device coverage, setup and who handles security alerts.Nov 8, 2026Build
Flippa Review
Who should buy or sell a business on Flippa? Compare verification, due diligence, escrow and broker support before choosing your route.Nov 8, 2026Business
Time Clock App in 2026: Homebase, Buddy Punch, Connecteam, QuickBooks Time, Clockify & Jibble (Compared)
Compare six time clock apps by kiosk, mobile crews, GPS checks and payroll handoff, with clear plan limits and picks for hourly teams.Nov 8, 2026Business
Background Check Companies in 2026: Checkr, GoodHire, Sterling, HireRight, First Advantage and Certn
Compare Checkr, GoodHire, Sterling, HireRight, First Advantage and Certn by checks, turnaround and integrations for your hiring needs.Nov 8, 2026Business
What Model Does Perplexity Use? Sonar and Model Choice
See which models Perplexity uses, what Pro and Max can select, how Sonar differs from Best, and why Research chooses its own models.Nov 8, 2026AI
ScaledMail Review
ScaledMail's managed inbox setup, sending guidance and reporting costs, compared with running Google Workspace or Microsoft inboxes yourself.Nov 7, 2026Business
Klaviyo Alternatives in 2026: Omnisend, Privy, ActiveCampaign, Drip, Brevo and Mailchimp
Compare six Klaviyo alternatives for Shopify and WooCommerce, with verified email, SMS, popup and automation limits to guide your next move.Nov 7, 2026BusinessThe lanes.Pick the one you came for.
321 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.351 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.247 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 run372–395 / 1109

Apollo Alternatives in 2026: Lusha, FullEnrich and Amplemarket Compared
Compare Apollo alternatives for contact data, sequencing or both, with current prices, credit costs and reasons to stay on Apollo.Oct 10, 2026Business
9 Semrush Alternatives in 2026: SE Ranking, Ahrefs and DataForSEO
Compare nine Semrush alternatives by job, price and limits, including SE Ranking and DataForSEO. Know what you save and what you give up.Oct 10, 2026Business
WhatConverts Pricing: Plans, Usage and Agency Bills
WhatConverts plans, usage credits and fees explained, with bills for one business and 20 clients, plus a fair CallRail cost comparison.Oct 10, 2026Business
Reflection AI Beam: What It Means for Coding and Agents
Reflection AI Beam explained: October release plans, vendor benchmark claims, beta access and whether builders should wait before switching models.Oct 10, 2026AI
Claude for Google Workspace
How to install and deploy Claude in Docs, Sheets and Slides, control edits, and test the paid-plan beta with three practical team workflows.Oct 10, 2026AI
Claude Dashboards
Set up Claude Dashboards beta, inspect SQL and refresh timestamps, check a sales metric, and decide when to keep your BI tool.Oct 10, 2026AI
Claude Design Is Now Free: Pricing and Business Uses
Claude Design is included on Free. See current plan prices, shared usage limits, exports, setup steps and where prototypes need engineering.Oct 10, 2026Design
Beehiiv Review
Beehiiv reviewed for business newsletters: current pricing, growth, monetization, AI, MCP, analytics and the costs that change the buying decision.Oct 10, 2026Business
Granola AI Review
Granola reviewed for business meetings: bot-free notes, current pricing, templates, recipes, consent, platform limits and who should choose an alternative.Oct 10, 2026AI
Beautiful AI Review
Beautiful.ai review: Smart Slide guardrails, current pricing, Team seat ambiguity, AI features, export limits and when Gamma is the better fit.Oct 10, 2026Design
Trainual Review
Trainual review for SOPs and onboarding: AI drafting, knowledge search, read-only MCP, quote-only plans, implementation and who should skip it.Oct 10, 2026Business
SocialBee Review
SocialBee review of evergreen scheduling, AI Copilot and client workspaces, with all six plans, add-on costs, and Buffer and Later comparisons.Oct 10, 2026Business
SurveyMonkey Pricing: Plans, Response Caps and Annual Bills
SurveyMonkey prices, response caps and AI limits, with annual bills for one person and three-seat teams. See when overages change the best plan.Oct 10, 2026Business
ActiveCampaign Alternatives: GetResponse, Kit and More
Compare ActiveCampaign alternatives at 2,500, 10,000 and 25,000 contacts, with vendor prices, workflow trade-offs and a migration checklist.Oct 9, 2026Business
CallRail Alternatives: WhatConverts and More Compared
Compare six CallRail alternatives by vendor pricing, usage fees, AI and reporting. Includes WhatConverts cost math and a pre-switch checklist.Oct 9, 2026Business
Monday.com Pricing: Seat Buckets and the Yearly Bill
Calculate monday.com Work Management costs for 5, 12 and 40 people, including seat buckets, annual vs monthly billing and AI credit charges.Oct 9, 2026Business
Fyxer Review
Fyxer reviewed through current pricing, help docs and public feedback: inbox sorting, drafts, meetings, privacy and who should pay for Pro or Team.Oct 9, 2026AI
Claude Code Remote Control
Set up Claude Code Remote Control from CLI, VS Code or Desktop, connect your phone or browser, and fix documented login and connection failures.Oct 9, 2026Build
Cursor Remote Control
Set up Cursor Remote Control on iPhone, pair your laptop, keep local agents reachable, and compare cloud agents, Claude Code and Codex.Oct 9, 2026Build
GPT 6 Explained: Models, Release Dates, Access, and Prices
GPT-6 Astra, Sol, 6.1 Sol and Luna explained: release dates, ChatGPT plan access, Work and Codex availability, and verified API costs.Oct 9, 2026AI
Is ChatGPT Free? What You Get for $0
Yes. See what ChatGPT Free includes, its work limits, ads, account access, and when the $8 Go or $20 Plus plan is worth paying for.Oct 9, 2026AI
Gemini Enterprise: What It Is and When to Pilot
Gemini Enterprise explained for IT leads: Gemini agent availability, connectors, identity, spend caps, pricing and a 30-day Plus pilot.Oct 9, 2026AI
Beehiiv Pricing: Annual Costs by List Size
Beehiiv pricing verified October 2026: annual bills at 1k, 10k, 50k and 100k subscribers, plan features, October changes and paid newsletter fees.Oct 9, 2026Business
Marblism Review
Marblism's seven AI employees, current plans, shared-hour costs, dated public reviews and the jobs that still need human approval.Oct 9, 2026AIPrefer 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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