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 run60–83 / 1109
Browser Use: What It Is and How to Build a Browser Agent
What Browser Use does, how its browser agent works, which models it supports, and what Cloud adds, with a short first run and practical safety limits.Nov 2, 2026Build
GPT-Rosalind Explained: Research Access for Life Sciences
What GPT-Rosalind-6 changed, how Research access works, and what biotech, pharma and university labs should prepare before applying.Nov 2, 2026AI
ChatGPT Plus vs Pro
Compare ChatGPT Plus with Pro 100, Pro 200 and Pro 500: models, usage, upgrade decisions and December’s shared ChatGPT and Codex allowance.Nov 2, 2026AI
Genspark Review
Genspark review for founders and consultants: slides, sheets, docs, agents, credit rules, privacy and which workspace fits your work.Nov 2, 2026AI
How to Build an AI Agent: A Support Triage Playbook
Choose a no-code builder, SDK or framework, then build a support-triage agent with a reusable spec, human review and release tests.Nov 2, 2026Playbooks
Grok Bot: Workflows and Limits
Grok Bot reviewed for founders: useful workflows, shared access, routines, approvals, usage limits, and when to try it or wait.Nov 2, 2026AI
Trello Alternatives in 2026: Asana, monday.com, ClickUp, Notion, Linear, Superlist and Airtable
Choose a Trello alternative by what your team needs: structure, custom workflows, docs, engineering, AI task lists or data-heavy tracking.Nov 2, 2026Business
Amazon Quick Suite: What Amazon Quick Does and Who It Fits
Amazon Quick explained: research, dashboards, agents, flows, pricing and permissions, plus where it fits beside Copilot and Gemini Enterprise.Nov 2, 2026AI
Relevance AI Review
Relevance AI for revenue and operations teams: agents, workflows, approval controls, technical limits and the alternatives that fit different jobs.Nov 2, 2026AI
AI Tools for Product Managers 2026: ChatGPT, Claude, Granola and Gamma (Compared)
Choose AI tools by the PM job: interviews, research, PRDs, prototypes, analytics and updates. Current free tiers, starting prices and clear limits.Nov 2, 2026AI
Replo Review
Replo review for Shopify brands: templates, publishing, AI, A/B testing, current plans and the limits that decide whether it fits your store.Nov 1, 2026Business
Zernio Review
Zernio review for developers: supported platforms, account requirements, pricing, webhooks, MCP, and when Ayrshare, Postiz or native APIs fit better.Nov 1, 2026Build
Claude Cowork vs ChatGPT: Which Workspace Fits Your Team?
Compare Claude Cowork and ChatGPT Work by job: reports, local files, cloud tasks, schedules, plans and team controls.Nov 1, 2026AI
Airtable vs Notion
Choose Airtable or Notion by the job: CRM, projects, wiki, inventory and client portals, with verified AI, automation and API limits.Nov 1, 2026Build
folk CRM Review
folk CRM review: who it fits, current plans, AI features and documented limits, with a clear verdict for founders, agencies and small sales teams.Nov 1, 2026Business
AI Productivity Tools in 2026: ChatGPT, Claude, Reclaim and More
Choose one AI productivity tool per job: calendar, tasks, email, meetings, dictation, research and automation. Clear picks and alternatives.Nov 1, 2026AI
Fillout Review
Fillout reviewed for lead capture, payments, booking and Airtable workflows, with documented limits and a clear verdict for each use.Nov 1, 2026Business
Runable Review
Runable's research, slides, websites and task automation, with credit limits, candid drawbacks and alternatives for founders and operators.Nov 1, 2026AI
Claude for Nonprofits: The Plugin and Your First Month
Understand the nonprofit plugin, eligibility, connectors and data controls, with grant, donor and board workflows for your first month.Nov 1, 2026AI
Gemini Spark: Tasks, Connected Apps and Business Limits
Gemini Spark is now Task. Learn how recurring work runs, which apps connect, who gets access, and where business workflows need human review.Nov 1, 2026AI
Google Jules Shutdown: Export Your Work and Move On
The Google Jules shutdown timeline, export steps, API uncertainties and migration paths to Antigravity, Codex, Claude Code and GitHub Copilot.Nov 1, 2026Build
Smolagents: How Code Agents Work and When to Use Them
How smolagents uses Python actions, tools and sandboxes, with a small example and clear choices against LangGraph and the OpenAI Agents SDK.Oct 31, 2026Build
Reasoning Models: When to Turn Thinking Up or Down
How reasoning models use thinking tokens, the exact OpenAI, Claude, Gemini and DeepSeek controls, and when extra effort earns its wait.Oct 31, 2026AI
Warp Terminal Review
Should Warp replace your terminal or coding agent? Compare workflows, current plans, team privacy controls and the limits that decide the switch.Oct 31, 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.