AI Models, agents, coding assistants, image, video, voice
The lane
AI models, agents, coding assistants, image/video/voice tools. The cross-category practitioner lane: what shipped, what works, what to do about it. Faster cadence than the depth categories. Top-of-funnel feeder that routes into build / design / growth.
Prefer this site in Google
Mark omidsaffari.com as preferred and Google lifts it in Top Stories, AI Overviews and AI Mode for you.
Latest articlesWhat shipped, what broke, and what it really cost — from running production AI systems.
Jev vs GLM-5.3-Flash
Compare Jev with GLM-5.3-Flash through Privatemode Decisions for support routing, image inputs, latency and cost per correct decision.Sep 27, 2026AI
Claude Opus 5.5 vs Opus 5
Compare Claude Opus 5.5 and Opus 5 on token costs, cache savings, coding work, and the API changes to check before switching.Sep 23, 2026AI
GPT-6 Sol vs Luna
Compare GPT-6 Sol and Luna on task fit, the 20x token-price gap, shared limits, and the checks that show when Sol earns its higher cost.
Sep 23, 2026AI
Is GPT-6 Luna Free
GPT-6 Luna is free to try in the desktop app. See which plans and surfaces support it, what limits remain, and when API charges apply.Sep 22, 2026AI
How to Use MiMo V2.6
Set up Xiaomi MiMo V2.6 in Studio and the API, choose the right key and model, and complete a first business task with clear checks.Sep 22, 2026AI
MiMo V2.6 Pro vs Flash
Compare MiMo V2.6 Pro and Flash for coding and agent work: task success, token costs, cache savings and when Pro earns its higher price.Sep 22, 2026AI
Is MiMo V2.6 Free
MiMo V2.6 Flash has a temporary free endpoint. Compare that offer with MIT model downloads, paid API access and desktop plans.Sep 22, 2026AI
Grok 4.7 vs Grok 4.6
Grok 4.7 starts at the same token price as 4.6. Compare access, coding evidence and task costs before moving your workflow.Sep 21, 2026AI
Specification Gaming in Production AI Agents
An AI editor sent 50 of 96 articles off topic. The measured costs, the rules that rewarded drift, and the controls that replaced them.Sep 21, 2026AI
Step 5 Preview Pricing
Compare Step 5 Preview API rates with Step Plan Credits, cached-input discounts, and reasoning costs before choosing your billing route.Sep 21, 2026AIThe other lanes.Pick the one you came for.
174 pieces
Build
Ship with AI when you're not an engineer: vibe-coding, app/SaaS builders, automation, MCP, just-enough infra105 piecesDesign
For designers, brand owners, creative directors141 piecesGrowth
AI for marketing, SEO/GEO, content engines, and the operator-business work of turning audience into revenue8 piecesPlaybooks
AI for your niche: the workflows that actually move, tool by tool, priced51 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 run36–59 / 154
Sesame Pricing (2026): Free for Now, No Paid Plan Yet
Sesame is free in its 2026 preview. See the 30-minute call cap, data-training tradeoff, missing paid plan, and when ChatGPT or Gemini wins.Aug 25, 2026AI
Best AI Model Gateways for Reducing Inference Costs 2026
Compare six AI model gateways by live 2026 pricing, cache savings, fees, and the exact workload that makes Vercel, LiteLLM, or Cloudflare win.Aug 24, 2026AI
AI Agent API Budget Controls 2026
OpenAI now shows cost by API key and can stop project or organization traffic at a monthly cap. Here is the business case, use cases, and limits.Aug 24, 2026AI
Ollama Pricing (2026): Free Local, $20 Pro, $125 Teams
Ollama costs $0 locally, $20/month for Pro, and $125/month minimum for Team. See current limits, overages, hardware break-even, and who should pay.Aug 23, 2026AI
Pika Speech vs ElevenLabs Cost 2026
Pika Speech costs $0.01/min plus $10/month. See when it beats ElevenLabs, and why streaming, language coverage, and cloning can reverse the choice.Aug 22, 2026AI
Best Multimodal AI Models for Computer Use Agents 2026
Compare GPT-5.6 Sol, Claude Opus 5, Gemini 3.7 Flash, and DeepSeek Vision on task cost, safety, implementation, and fit.Aug 22, 2026AI
Together AI Pricing (2026): PTUs Buy Capacity, Not Savings
Together AI pricing, verified August 2026: serverless token rates, $0.05 PTUs, GPU costs, hidden fees, break-evens, and alternatives.Aug 22, 2026AI
AI Agent Computer Use Cost 2026
Anthropic's multi-action computer use cuts model round trips. See the 2026 token math, real task savings, use cases, and three products to build.Aug 22, 2026AI
Best Zero Data Retention AI Platforms for Enterprise Agents 2026
Nine enterprise AI platforms ranked by ZDR coverage, agent-feature gaps, live pricing, and controls that keep sensitive prompts out of storage.Aug 22, 2026AI
Notion Skills vs Claude Skills API for Agent Teams
Notion wins collaborative skill authoring. Claude wins production API control. Compare verified pricing, limits, migration, and team fit.Aug 22, 2026AI
Best AI Study Tools for College Students 2026
Eight AI study tools compared on tutoring, course files, recall, research, STEM work, live prices, and the one-paid-tool rule for 2026.Aug 21, 2026AI
Best Real Time AI Inference Platforms for Agents 2026
Seven real-time AI inference platforms ranked for agent loops, with August 2026 pricing, latency tradeoffs, model limits, and completed-task cost.Aug 21, 2026AI
Best Mac AI Assistants for Business Workflows 2026
A verified comparison of the 9 best Mac AI assistants for business workflows in 2026, with current prices, permission walls and 10-seat cost math.Aug 20, 2026AI
AI Model Monitoring Cost 2026
OpenAI's 20% compute benchmark makes model monitoring a budget line. See the cost math, use cases, limits, and strongest build opportunity.Aug 20, 2026AI
Poe Pricing (2026): $4.99 Wins Until You Need Bursts
Poe costs $4.99 to $249.99 monthly. Compare all five tiers, annual savings, point economics, free limits, hidden costs, and alternatives.Aug 17, 2026AI
Kimi Pricing (2026): Free Chat, $19 Plans, Split Ahead
Kimi starts free, paid plans run $19-$199, and Kimi Code is splitting out. See current tiers, API rates, hidden credit costs, and the best buy.Aug 17, 2026AI
Manus Review (Verified August 2026)
Manus review with August 2026 pricing, workflows, alternatives, limits, and a buy-or-skip rule, including the current account-transition risk.Aug 17, 2026AI
Claude Watermark Detection for Business Documents
Claude's keyed watermark can flag likely AI involvement in business documents. Learn what works now, what fails, and what to build next.Aug 17, 2026AI
Best AI Text Watermark Detectors 2026
Compare four source-matched AI text watermark detectors, their real deployment costs, and the Claude, Gemini, and ChatGPT verification gaps in 2026.Aug 16, 2026AI
Fireflies Pricing (2026): Pro Wins Until Credits Run Out
Fireflies costs $0, $10, $19, or $39 per seat monthly on annual billing. See the AI-credit add-ons, storage limits, and plan break-even.Aug 16, 2026AI
OpenClaw Pricing (2026): Free Software, Paid Runtime
OpenClaw is free, but running it is not. Compare local, VPS, managed, model, search, backup, and labor costs with break-even math verified in August 2026.Aug 16, 2026AI
Groq Pricing (2026): Throughput, Not Tokens, Forces the Upgrade
Groq pricing verified August 2026: free and paid limits, every model rate, batch and cache rules, hidden tool costs, and provider comparisons.Aug 15, 2026AI
ChatGPT Computer History Privacy
What ChatGPT Computer History records, where it stores data, what reaches OpenAI, and the business workflows worth testing before you turn it on.Aug 14, 2026AI
Granola Pricing (2026): $14 Buys History, Not More Meetings
Granola is free for unlimited meetings; $14/user/month buys full history and integrations. See current tiers, hidden costs, and alternatives.Aug 14, 2026AINewsletter
One letter, every Sunday.Working systems, not hot takes.
Weekly. No spam. Unsubscribe anytime.