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.
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 run420–443 / 1109
GitHub Copilot Pricing (2026): The Seat Is the Floor, Credits Are the Bill
GitHub Copilot plans, AI Credits, model rates, and three worked monthly bills. Choose Pro, Pro+, Max, Business, or Enterprise with spending limits.Oct 6, 2026Build
AI Employee: What It Does, Costs, and How to Start
What AI employees can do, current prices for six tools, and how to pick one role, keep human review and measure a 30-day pilot.Oct 6, 2026AI
GitHub Copilot CLI
Install GitHub Copilot CLI, sign in, fix tests and open a PR. Current GitHub plans, AI credits, models, permissions, MCP and instructions.Oct 6, 2026Build
Best Web Scraping Tools in 2026: Firecrawl, Bright Data, Browse AI, and Context.dev (Compared)
Choose web scraping tools by the job: agent-ready pages, no-code monitoring, or collection at scale. Eight tools with verified prices and billing units.Oct 6, 2026Build
Agent Memory Explained: Context, Sessions, Stores and Costs
Agent memory explained for builders: context, sessions, long-term stores, files and skills, provider costs, and fixes for stale facts and user leaks.Oct 5, 2026Build
Close CRM Pricing (2026): What 1 to 10 Reps Pay
Close CRM pricing for 1, 3, 5 and 10 reps, including annual billing, Call Assistant, phone lines, Chloe credits and usage charges.Oct 5, 2026Business
Wispr Flow Alternatives (2026): VoiceOS, Superwhisper, Aqua Voice, Willow and Monologue
Compare VoiceOS, Superwhisper, Aqua Voice, Willow and Monologue by work task, current price, offline privacy, team controls and coding-agent input.Oct 5, 2026AI
AI Agent Examples: 13 Small Business Jobs and What They Cost
13 AI agent examples for small businesses: what runs the job, what a person checks, and current prices from Tidio, Vida, MindStudio and more.Oct 5, 2026AI
Pinecone Pricing (2026): What 1M to 100M Vectors Cost
Pinecone pricing verified October 2026: free Starter, $20 Builder, paid minimums, and costs for 1M to 100M vectors at stated query volumes.Oct 5, 2026Build
Lovable Alternatives (2026): Emergent, Blink, Bolt, Replit and Base44
Compare Lovable alternatives by credit costs, backend depth and code export. Live pricing for Emergent, Blink, Bolt, Replit, Base44 and v0.Oct 5, 2026Build
SE Ranking Review (Verified October 2026)
SE Ranking's current prices, SEO limits and AI tracking, compared with Semrush and Ahrefs. Who should buy Core, Growth or skip it.Oct 5, 2026Business
LLM Observability Tools in 2026: Costs by Team Size for Langfuse, LangSmith, Helicone, Arize Phoenix, Braintrust and Datadog (Compared)
Compare six LLM observability tools by team size, pricing at 100,000 monthly runs, self-hosting licenses and OpenTelemetry support.Oct 5, 2026Build
Monday CRM Pricing (2026): Seats, AI and the Annual Bill
monday CRM prices verified October 2026: annual bills for 3, 5 and 10 seats, AI inclusions, and the cost comparison with Pipedrive and HubSpot.Oct 5, 2026Business
ElevenLabs Alternatives: Murf, MAI-Voice-2, OpenAI TTS and Cartesia (Verified October 2026)
Compare ElevenLabs, Murf, MAI-Voice-2, OpenAI, Cartesia, Google and Speechify by studio or API job, with verified prices and switching costs.Oct 4, 2026Design
How to Use OpenCode
Install OpenCode, connect existing model access, run a real coding task, configure AGENTS.md and plugins, and understand API and Zen costs.Oct 4, 2026Build
Netlify Pricing (2026): What a Month Costs in Credits
Netlify's current Free, Personal and Pro prices, credit rates, and monthly budgets for a marketing site, Next.js app and 10-site agency.Oct 4, 2026Build
Softr Review (Verified October 2026)
Softr review for client portals and internal tools: current monthly and annual prices, user and record limits, AI features, and the plan to choose.Oct 4, 2026Build
Pipedrive vs HubSpot in 2026 (Verified October 2026)
Pipedrive vs HubSpot for small sales teams: monthly and annual prices, five-seat year-one costs, free CRM limits and AI features by tier.Oct 4, 2026Business
Claude API Pricing (2026): Model Rates and Three App Budgets
Claude API model, cache, batch and tool costs, verified October 2026. Three app budgets and when Pro or Max costs less for personal work.Oct 4, 2026AI
Best Social Listening Tools in 2026: Brand24, Awario, Planable, Sprout Social, Brandwatch, Talkwalker and Mention (Compared)
Compare social listening tools by budget, mention limits, sources and alert speed. Brand24, Awario, Planable, Sprout Social, Brandwatch, Talkwalker and Mention.Oct 4, 2026Business
Claude Code Alternatives: Pi, Codex CLI, OpenCode and Gemini CLI (2026)
Compare Pi, Codex CLI, OpenCode and Gemini CLI with Claude Code: current plans, monthly model costs, open-source limits and switching advice.Oct 4, 2026Build
MCP Gateway: What It Does, When You Need One, and Costs
What an MCP gateway controls, when a small team needs one, and the costs of Cloudflare, Docker, and Lasso options.Oct 4, 2026Build
OpenAI API Pricing (2026): GPT-6.1 Sol and Three App Budgets
OpenAI API rates verified October 2026, with GPT-6.1 Sol, Luna and Astra budgets plus voice, images, search and container costs.Oct 3, 2026Build
Pi Coding Agent
Set up Pi 1.0, connect your existing model account, add AGENTS.md and complete a first task. Includes provider pricing and honest limits.Oct 3, 2026BuildPrefer 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.
Newsletter
One letter, every Sunday.Working systems, not hot takes.
Weekly. No spam. Unsubscribe anytime.