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 run684–707 / 1119
Can Coding Agents Handle Long-Running Production Tasks 2026
Long-running coding agents can now carry bounded work for hours. The real gain is less supervision, but only with tests, review, and rollback.Sep 1, 2026Build
Best AI Inference Orchestration Platforms 2026
Six AI inference orchestration platforms compared on live pricing, GPU control, portability, and the Nvidia Vera shift. Verified September 2026.Sep 1, 2026AI
Build vs Buy Coding Agents for Internal Workflows 2026
Buy the agent; build the private context layer only when it becomes the bottleneck. Ramp Inspect, current prices, crossover, and switching costs.Sep 1, 2026Build
Vercel's fx AI SDK harness adapter, explained
Vercel added fx to HarnessAgent. Here is how the ACP adapter works, what it costs, and the five limits to know before production.Sep 1, 2026Explained
Best Real Time AI Video Generators for Interactive Apps 2026
Four real-time AI video platforms compared by architecture, live prices, control, continuity, and what can ship inside an interactive app.Aug 31, 2026Design
Free vs Paid AI Meeting Note Takers 2026
Circleback makes unlimited meeting notes free. See when its $15 Pro plan, $25 Business plan, or Fathom's free archive earns the switch.Aug 31, 2026Business
Cloudflare Adaptive Intelligence, explained
Cloudflare’s bot model now retrains continuously. Here’s what is live, who gets it, how to enable it, and which promised parts still aren’t shipping.Aug 31, 2026Explained
Can Fewer Tools Improve AI Agent Accuracy 2026
Why fx 0.0.7 removed eight tools, when smaller menus can improve agent accuracy, and three products worth building.Aug 31, 2026Build
Best AI Assistants for Field Service Technicians 2026
Six AI assistants compared for field technicians, with live pricing, safety limits, payback math, and a two-week rollout plan.Aug 31, 2026AI
Real Time AI Video API Cost Comparison 2026
fal H3 Max vs MiniMax H3: live API prices, 1,000-second costs, retake math, the 2K crossover, latency, limits, and who should pick each.Aug 31, 2026Design
Best AI Image Editing Models for Brand Consistency 2026
Eight AI image editing models ranked for brand consistency, with live pricing, edit-loop limits, and a Monday workflow for choosing one.Aug 31, 2026Design
Claude Code Pro vs Max for Weekly Agent Workloads 2026
Claude Code Pro vs Max for weekly agents, with live 2026 prices, September's 17% limit cut, overflow break-evens, and the plan to pick.Aug 31, 2026Build
Best AI Previsualization Tools for Video Production 2026
Eight AI previsualization tools ranked by workflow, live price, production limits, and the hours each must save to earn its seat in 2026.Aug 30, 2026Design
Claude Code Alternatives for Predictable Weekly Usage 2026
Seven Claude Code alternatives ranked by budget predictability, with live 2026 prices, hard-cap mechanics, and a September 14 migration plan.Aug 30, 2026Build
Best Open Weight Coding Models for Private Agents 2026
Five open-weight coding models ranked for private agents, with live GPU costs, licenses, framework limits, and the GLM-5.3 deployment decision.Aug 30, 2026Build
Best AI Agent Failure Analysis Tools 2026
Compare 6 AI agent failure analysis tools by tracing, replay, evaluations, retention, and live 2026 prices, with a clear cost-based verdict.Aug 30, 2026Build
Cursor Alternatives With Portable Model Access 2026
Compare Cline, Kilo Code, Zed, and OpenCode on model portability, live 2026 pricing, lock-in limits, migration costs, and the November 12 move.Aug 30, 2026Build
Real Estate Listing AI
A costed AI listing workflow for agents: copy, staging, floor plans, seller reports, contract handoff, compliance, and the human checks that stay.Aug 30, 2026Playbooks
Cloudflare AI Search with GLM-5.3 Flash, explained
Cloudflare AI Search now generates answers with GLM-5.3 Flash. Here's how the pipeline works, what it costs, and when to switch.Aug 30, 2026Explained
Can AI Video Render Faster Than Playback 2026
Yes. fal H3 Max renders a five-second 768p AI video in under three seconds. See what that speed changes, costs, and still cannot do.Aug 30, 2026Design
Best AI Model Alignment Platforms 2026
Compare six AI alignment platforms for post-training, red teaming, evaluation, current pricing, and release gates, verified August 2026.Aug 30, 2026AI
Managed vs Self Hosted Coding Agents 2026
Vercel eve wins for most teams. See when GLM-5.3 self-hosting clears its GPU cost, control, and workflow crossover.Aug 30, 2026Build
Best Cross-Device Coding Agents 2026
Compare five cross-device coding agents for persistent sessions, local execution, mobile approvals, privacy walls, and current 2026 pricing.Aug 29, 2026Build
Perplexity vs Exa vs Tavily Search API Cost 2026
Perplexity vs Exa vs Tavily pricing, task cost, free-tier crossovers, limits, and the decision rule for agent search in 2026.Aug 29, 2026AIPrefer 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.