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 run444–467 / 1119
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, 2026Build
Instantly Pricing (2026): Outreach, Credits and the Full Monthly Bill
Instantly starts at $47, but data and mailboxes cost extra. Compare Outreach, Credits, bundles and three budgets, verified October 2026.Oct 2, 2026Business
Apollo Pricing (2026): What One to Five Reps Pay
Apollo plans, credit costs and dialer fees verified in October 2026, with annual budgets for one, three and five sales reps.Oct 2, 2026Business
Cal.com vs Calendly (Verified October 2026)
Cal.com vs Calendly: verified monthly and annual prices, free plans, routing, payments, and costs for 1, 5 and 20 seats.Oct 2, 2026Business
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, 2026BusinessPrefer 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.