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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 run732–755 / 1119
Perplexity Portable Computer Alternatives for On-Premise AI Agents 2026
Seven on-premise AI agent alternatives compared on privacy, deployment effort, live pricing, and the hardware-to-cloud break-even point.Aug 26, 2026AI
Best AI Video Platforms With Scene Level Editing 2026
Six AI video platforms ranked by scene-level control, live pricing, revision cost, continuity, and the exact workflow each one can truly edit.Aug 25, 2026Design
DGX Spark vs Mac mini M6 for Local AI Agents 2026
DGX Spark wins on model capacity, CUDA, and a turnkey local Perplexity agent; Mac mini M6 wins on solo-agent cost and everyday desktop utility.Aug 25, 2026AI
Best AI Coding Agents With Mobile Remote Control 2026
Compare Claude Code, Codex, Cursor, GitHub Copilot, Happy, and Replit for phone-started coding, current pricing, security, and workflow fit.Aug 25, 2026Build
GitHub Copilot Alternatives With Local Model Support 2026
Six GitHub Copilot alternatives with local models, verified 2026 prices, hardware limits, privacy tradeoffs, and a clear pick for each team.Aug 25, 2026Build
Best AI Video Generators With ProRes Export 2026
Runway, Premiere, ElevenLabs, and Luma ranked by native ProRes path, live pricing, credit cost, codec limits, and production handoffs.Aug 25, 2026Design
Open Source Coding Agents That Use Existing Subscriptions 2026
Eight open-source coding agents can reuse plans you already pay for. Compare OpenCode, fx, goose, Codex CLI, Gemini CLI, Cline, Kilo Code, and Aider.Aug 25, 2026Build
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
Wan 3.0 vs Seedance 2.5 Cost per 30 Second Video
Wan 3.0 costs $1.20 vs Seedance 2.5 at $3.60 for the same 30-second 720p render on Topview. See the retry crossover and pick the right model.Aug 24, 2026Design
Best MCP Security Platforms for Enterprise Agents 2026
Ranked MCP security platforms for enterprise agents, with verified controls, pricing status, identity gaps, and a $72K buy-versus-build line.Aug 24, 2026Build
LTX Studio Pricing (2026): Commercial Use Starts at $35
LTX Studio costs $0 to $125 monthly. See current credits, commercial rights, API costs, hidden limits, and the plan that fits real video work.Aug 24, 2026Design
Best AI Agent Harnesses for Long Horizon Tasks 2026
Five AI agent harnesses ranked for durable state, recovery, verification, and cost, with live 2026 pricing and the AVO consequence.Aug 24, 2026Build
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
Best AI Coding Agents With Browser Testing 2026
Seven browser-testing coding agents ranked by proof, price, and workflow, verified August 2026.Aug 23, 2026Build
AI App Connector Authentication for Agent Builders 2026
Vercel Connect moves agent authentication into reusable team connectors. See the real cost math, best workflows, limits, and Monday pilot.Aug 23, 2026Build
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
Best Low Cost AI Models for Coding Agents 2026
Compare GPT-5.6 Luna, DeepSeek V4 Flash, Gemini 3.7 Flash, and Claude Haiku 4.5 by live prices, retry cost, and coding-agent fit.Aug 22, 2026Build
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, 2026AIPrefer this site in Google
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