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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 run420–443 / 1119
Mistral Large 4: Pricing, Open Weights, and When to Use It
Mistral Large 4: verified API prices, the launch offer, claimed benchmarks, and when to test the preview or wait for self-hosting.Oct 7, 2026AI
Gumloop vs n8n (Verified October 2026)
Gumloop vs n8n: current pricing, credits vs executions, self-hosting and the same AI lead workflow, with a verdict for each builder.Oct 7, 2026Build
AI Agent Frameworks in 2026: LangGraph, CrewAI, OpenAI Agents SDK, Claude Agent SDK, Mastra and Google ADK (Compared)
Compare eight AI agent frameworks by language, state, MCP, approvals and current hosted prices. Pick the right runtime for production.Oct 7, 2026Build
Codex Cloud
Set up a reusable Codex Cloud environment, keep coding tasks running with your laptop off, steer from your phone, and choose cloud or local CLI.Oct 7, 2026Build
Lindy AI Review (Verified October 2026)
Lindy AI review: current plans, credit costs, email and meeting setup, integration limits, and when Gumloop, n8n or Marblism fits better.Oct 7, 2026AI
Mistral Pricing (2026): API Costs and Vibe Seats
Mistral API rates, Le Chat and Vibe plans, free limits, EU hosting costs and a worked monthly bill. Verified October 2026.Oct 6, 2026AI
Best AI Ad Generator in 2026: AdCreative.ai, Atria, Creatify & Arcads (Compared)
Choose AI ad tools by job: static ads, UGC-style video or creative research. Compare current maker pricing, credit units and free entry.Oct 6, 2026Business
Claude Skills
Use Claude Skills across the apps, Claude Code and API. Build a weekly client-report skill file by file, then install and share it.Oct 6, 2026AI
Surfer SEO Alternatives: SE Ranking, Frase, Clearscope, NeuronWriter and MarketMuse (Verified October 2026)
Compare five Surfer SEO alternatives by content scoring, SEO suite fit and AI tracking, with current prices and workload costs.Oct 6, 2026Business
CallRail Pricing (2026): Plans, Usage and AI Costs
CallRail's monthly and annual prices, AI features and usage fees, with worked bills for one location, multiple locations and agencies.Oct 6, 2026Business
GitHub Copilot Pricing (2026): The Seat Is the Floor, Credits Are the Bill
GitHub Copilot plans, AI Credits, model rates, and three worked monthly bills. Choose Pro, Pro+, Max, Business, or Enterprise with spending limits.Oct 6, 2026Build
AI Employee: What It Does, Costs, and How to Start
What AI employees can do, current prices for six tools, and how to pick one role, keep human review and measure a 30-day pilot.Oct 6, 2026AI
GitHub Copilot CLI
Install GitHub Copilot CLI, sign in, fix tests and open a PR. Current GitHub plans, AI credits, models, permissions, MCP and instructions.Oct 6, 2026Build
Best Web Scraping Tools in 2026: Firecrawl, Bright Data, Browse AI, and Context.dev (Compared)
Choose web scraping tools by the job: agent-ready pages, no-code monitoring, or collection at scale. Eight tools with verified prices and billing units.Oct 6, 2026Build
Agent Memory Explained: Context, Sessions, Stores and Costs
Agent memory explained for builders: context, sessions, long-term stores, files and skills, provider costs, and fixes for stale facts and user leaks.Oct 5, 2026Build
Close CRM Pricing (2026): What 1 to 10 Reps Pay
Close CRM pricing for 1, 3, 5 and 10 reps, including annual billing, Call Assistant, phone lines, Chloe credits and usage charges.Oct 5, 2026Business
Wispr Flow Alternatives (2026): VoiceOS, Superwhisper, Aqua Voice, Willow and Monologue
Compare VoiceOS, Superwhisper, Aqua Voice, Willow and Monologue by work task, current price, offline privacy, team controls and coding-agent input.Oct 5, 2026AI
AI Agent Examples: 13 Small Business Jobs and What They Cost
13 AI agent examples for small businesses: what runs the job, what a person checks, and current prices from Tidio, Vida, MindStudio and more.Oct 5, 2026AI
Pinecone Pricing (2026): What 1M to 100M Vectors Cost
Pinecone pricing verified October 2026: free Starter, $20 Builder, paid minimums, and costs for 1M to 100M vectors at stated query volumes.Oct 5, 2026Build
Lovable Alternatives (2026): Emergent, Blink, Bolt, Replit and Base44
Compare Lovable alternatives by credit costs, backend depth and code export. Live pricing for Emergent, Blink, Bolt, Replit, Base44 and v0.Oct 5, 2026Build
SE Ranking Review (Verified October 2026)
SE Ranking's current prices, SEO limits and AI tracking, compared with Semrush and Ahrefs. Who should buy Core, Growth or skip it.Oct 5, 2026Business
LLM Observability Tools in 2026: Costs by Team Size for Langfuse, LangSmith, Helicone, Arize Phoenix, Braintrust and Datadog (Compared)
Compare six LLM observability tools by team size, pricing at 100,000 monthly runs, self-hosting licenses and OpenTelemetry support.Oct 5, 2026Build
Monday CRM Pricing (2026): Seats, AI and the Annual Bill
monday CRM prices verified October 2026: annual bills for 3, 5 and 10 seats, AI inclusions, and the cost comparison with Pipedrive and HubSpot.Oct 5, 2026Business
ElevenLabs Alternatives: Murf, MAI-Voice-2, OpenAI TTS and Cartesia (Verified October 2026)
Compare ElevenLabs, Murf, MAI-Voice-2, OpenAI, Cartesia, Google and Speechify by studio or API job, with verified prices and switching costs.Oct 4, 2026DesignPrefer this site in Google
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