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 run708–731 / 1119
Best Controllable AI Video Models for Production Teams 2026
Six controllable AI video models ranked for continuity, revisions, delivery formats, and the cost of getting a shot approved in 2026.Aug 29, 2026Design
Can AI Agents Safely Operate Lab Equipment 2026
Anthropic's MHS cuts some lab integrations from weeks to hours, but safety still depends on hard limits, validated drivers, and human oversight.Aug 29, 2026AI
Best AI Platform Administration APIs 2026
Compare OpenAI, Anthropic, Hugging Face, and OpenRouter admin APIs on identity, keys, budgets, audit evidence, limits, and live 2026 pricing.Aug 28, 2026Build
Photoroom Review (Verified August 2026)
Photoroom is fast for product listings, but shared quotas and generative edits need care. Current pricing, workflows, limits, and verdict.Aug 28, 2026Design
Best Persistent Memory Systems for AI Agents 2026
Nine persistent memory systems for AI agents, ranked by control, retrieval, deployment fit, and live prices verified in August 2026.Aug 28, 2026Build
Best Real-Time AI Video Generation APIs 2026
Seven real-time AI video APIs compared by latency, pricing, workflow, and production fit, with live rates verified on August 28, 2026.Aug 28, 2026Design
Can Companies Audit AI Agents After an Incident 2026
Yes, but only with retained traces and system logs. OpenAI's 2026 incident report shows what an evidence-grade agent audit actually requires.Aug 28, 2026AI
Best AI Agent Code Sandboxes 2026
The 10 best AI agent code sandboxes in 2026, ranked by isolation, persistence, startup model, developer fit, and real current pricing.Aug 28, 2026Build
Can AI Models Be Evaluated Without Exposing Prompts 2026
Yes. DeepMind's pilot keeps evaluation prompts and model weights private. Here is what that changes for AI procurement, audits, and budget planning.Aug 27, 2026AI
Real-Time vs Batch AI Video Generation for Ad Teams 2026
Real-time H3 Max or batch MiniMax H3? Compare verified prices, latency, 2K control, approval costs, and the workflow ad teams should use in 2026.Aug 27, 2026Design
Bolt.new Review (Verified August 2026)
Bolt.new starts at $25/month. See who it suits, its token and database limits, and when Lovable, Replit, or Cursor is the better choice.Aug 27, 2026Build
Best AI Search APIs for Autonomous Agents 2026
Eight agent search APIs ranked by live 2026 pricing, evidence depth, workflow fit, and the cost of 10,000 production searches.Aug 27, 2026Build
Best Compact Coding Models for Agent Workloads 2026
Compare 7 compact coding models for agent workloads, with verified 2026 pricing, real cost math, production limits, and a clear routing rule.Aug 27, 2026Build
Best AI Gateways With Managed Agent Tools 2026
Compare AWS AgentCore, Vercel, Portkey, TrueFoundry, Kong, and Cloudflare on managed agent tools, live pricing, and the workflow cost each removes.Aug 27, 2026Build
AI Inference Chips vs GPUs for Agent Workloads 2026
AI inference chips vs GPUs for agent workloads, with OpenAI Jalapeño benchmarks, live prices, crossover math, switching costs, and a 2026 verdict.Aug 27, 2026AI
Best AI Inference Hardware for Low Latency Agents 2026
Seven AI inference hardware paths compared on agent latency, model fit, access, and current cost, verified against live vendor pages in August 2026.Aug 27, 2026AI
Qwen3.8 Flash vs GLM 5.3 Flash for Coding Agents 2026
Qwen3.8-Flash vs GLM-5.3-Flash for coding agents: live pricing, benchmark caveats, cache crossover, switching cost, and a clear 2026 verdict.Aug 27, 2026AI
Cal.com Pricing (2026): Free for Solo, $12 for Teams
Cal.com starts free for solo scheduling. Teams costs $12 per user monthly on annual billing, with seat, messaging, API, and refund costs explained.Aug 26, 2026Business
Can AI Video Tools Relight Footage After Recording 2026
Yes. Higgsfield Video Relight changes lighting on existing footage. See the $6.75-per-pass math, best use cases, build ideas, and limits.Aug 26, 2026Design
Best Low Latency Text to Speech APIs for Voice Agents 2026
Compare eight low-latency TTS APIs for voice agents by TTFA, streaming, interruptions, pricing, and the production decision each changes.Aug 26, 2026AI
Best Embeddable Coding Agent Harnesses 2026
Seven embeddable coding agent harnesses compared on runtime control, isolation, portability, and the monthly cost of a production workload.Aug 26, 2026Build
Best Voice Controlled AI Coding Agents 2026
Seven voice controlled coding agents compared on controls, privacy, platforms, and total monthly cost, with live pricing verified August 2026.Aug 26, 2026Build
Can AI Agents Process Sensitive Documents Locally 2026
Yes. Local-first AI agents can analyze sensitive files on-device. See the privacy boundary, cost math, best use cases, and what to build.Aug 26, 2026AI
Best MCP Identity and Access Management Tools 2026
Nine MCP IAM tools ranked by layer, deployment fit, live price, and implementation wall. Includes August 2026 cost math and a Monday rollout plan.Aug 26, 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.