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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.
Evernote Alternatives 2026: Joplin, UpNote, Notion, Obsidian, OneNote, Zoho Notebook and Fabric (Compared)
Compare seven Evernote alternatives by import method, web clipping, PDFs and workflow. Find the right home for your existing notes.Nov 8, 2026Business
Cheap SEO Tools in 2026: Ubersuggest, KeySearch, Ahrefs, Mangools, SE Ranking and DataForSEO
Compare six cheap SEO tools by 12-month cost, tracked keywords, audit limits and users. Find the entry plan that fits your workload.Nov 8, 2026Business
Perplexity vs Grok
Perplexity for sourced work research, Grok for live X discussion. Compare reasoning, free access, current subscriptions and team controls.
Nov 8, 2026AI
Best Antivirus for Small Business in 2026: Bitdefender, Microsoft Defender, ESET, Sophos, CrowdStrike and Malwarebytes
Compare Bitdefender, Microsoft Defender, ESET, Sophos, CrowdStrike and Malwarebytes by device coverage, setup and who handles security alerts.Nov 8, 2026Build
Flippa Review
Who should buy or sell a business on Flippa? Compare verification, due diligence, escrow and broker support before choosing your route.Nov 8, 2026Business
Time Clock App in 2026: Homebase, Buddy Punch, Connecteam, QuickBooks Time, Clockify & Jibble (Compared)
Compare six time clock apps by kiosk, mobile crews, GPS checks and payroll handoff, with clear plan limits and picks for hourly teams.Nov 8, 2026Business
Background Check Companies in 2026: Checkr, GoodHire, Sterling, HireRight, First Advantage and Certn
Compare Checkr, GoodHire, Sterling, HireRight, First Advantage and Certn by checks, turnaround and integrations for your hiring needs.Nov 8, 2026Business
What Model Does Perplexity Use? Sonar and Model Choice
See which models Perplexity uses, what Pro and Max can select, how Sonar differs from Best, and why Research chooses its own models.Nov 8, 2026AI
ScaledMail Review
ScaledMail's managed inbox setup, sending guidance and reporting costs, compared with running Google Workspace or Microsoft inboxes yourself.Nov 7, 2026Business
Klaviyo Alternatives in 2026: Omnisend, Privy, ActiveCampaign, Drip, Brevo and Mailchimp
Compare six Klaviyo alternatives for Shopify and WooCommerce, with verified email, SMS, popup and automation limits to guide your next move.Nov 7, 2026BusinessThe lanes.Pick the one you came for.
321 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.351 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.247 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 run324–347 / 1109
Best AI Accounting Software in 2026: Dext, QuickBooks, Xero, Digits and Vic.ai (Compared)
Compare Dext, QuickBooks, Xero, Digits, Vic.ai, Zeni and Booke AI by job, current US pricing, ledger fit and accountant oversight.Oct 13, 2026AI
Context Engineering: How to Keep Agents on Task
Control what your agent sees at each step with compaction, focused retrieval, subagents, and memory. Includes Claude Code, Agent SDK, and Codex.Oct 13, 2026Build
Spec Driven Development: GitHub Spec Kit and Kiro
A practical spec-first workflow for AI coding agents, with exact Spec Kit commands, Kiro specs, Claude Code and Codex, plus a worked feature example.Oct 13, 2026Build
Linear MCP
Connect Linear to Claude, ChatGPT, Cursor and Codex. Understand tools and permissions, then use worked triage, spec and cycle-report examples.Oct 13, 2026Build
LangChain vs LangGraph
Choose LangChain or LangGraph for your app: current agent APIs, matching Python examples, migration tradeoffs and verified LangSmith deployment pricing.Oct 13, 2026Build
Agentic RAG: What It Is and How to Build It
Agentic RAG versus classic retrieval: support, sales and finance examples, a small build, verified tool prices, and what to measure.Oct 13, 2026Build
Manus Alternatives in 2026: ChatGPT Agent, Runable, Genspark, Claude and More
Compare seven Manus alternatives by job, from Runable and Genspark to ChatGPT and Claude, with current prices, credit rules and clear reasons to switch.Oct 12, 2026AI
Amp Code Review
Amp Code reviewed: current pricing, free tier, models, editor support and team features, plus when to choose Claude Code or Codex.Oct 12, 2026Build
Playwright MCP: Setup, Browser Tests, and Limits
Give Claude Code, Codex, Cursor, or VS Code a real browser. Exact setup, practical tests, a worked checkout failure, and the safety limits.Oct 12, 2026Build
ChatGPT Ads: Self-Serve Pricing, Markets and Measurement
How ChatGPT ads work: eligible users, markets, self-serve bidding, budget minimums, Pixel and Conversions API measurement, and who should test.Oct 12, 2026Business
Cursor Bugbot
What Cursor Bugbot checks, exact repository setup, usage-based billing, rules, Autofix, and current CodeRabbit and Greptile prices.Oct 12, 2026Build
Cline vs Claude Code 2026
Cline vs Claude Code: current plans, light and heavy monthly bills, model choice, editor and cloud support, and the limits that decide which to use.Oct 12, 2026Build
Best Claude Code Plugins 2026: Superpowers, Context7 and More
Compare nine Claude Code plugins for review, testing, docs, design, deployment and memory, with verified install commands, costs and safety checks.Oct 12, 2026Build
LiteLLM vs OpenRouter
Compare LiteLLM and OpenRouter on keys, billing, fallbacks, budgets, caching and data handling, with a worked monthly bill and switching rules.Oct 12, 2026Build
Claude Code Plan Mode
Use Claude Code Plan Mode for multi-file changes. Exact commands, settings, plan edits, auto mode behavior and a worked refactor example.Oct 12, 2026Build
Midjourney Alternatives 2026: GPT Image, Nano Banana, Ideogram, Recraft, Firefly and Flux
Compare six Midjourney alternatives for business: current app plans, API prices, commercial terms, text editing, brand graphics and team billing.Oct 12, 2026Design
Devin vs Claude Code 2026
Devin or Claude Code? Compare cloud delegation, local coding, integrations, and verified monthly bills for solo founders and five-person teams.Oct 12, 2026Build
A2A Protocol: What It Is, MCP vs A2A, and When to Use It
A2A explained for builders: MCP vs A2A, Agent Cards, tasks, artifacts, v1.0 changes, platform support, and when to use both.Oct 12, 2026Build
Deno Deploy Alternatives in 2026: Cloudflare Workers, Netlify, Supabase, Vercel and Val Town
Where to move Deno Deploy functions, KV, cron, queues and static sites, with current prices and the work each migration requires.Oct 12, 2026Build
Claude Agent SDK
Put Claude Code’s agent loop inside your app. Compare the SDK with the Messages API, configure tools and permissions, and build a first agent.Oct 12, 2026Build
ElevenLabs Review
ElevenLabs reviewed for business: voice control, cloning, dubbing, Agents, API costs, credits and commercial-use terms.Oct 12, 2026Design
Instantly AI Review
Is Instantly worth it for cold email? Current plans, lead credits, warmup limits, CRM, support and the mailbox costs that change the decision.Oct 12, 2026Business
Claude Code to Figma
Bring live screens into editable Figma frames, connect Claude Code once, and take a three-screen onboarding flow from code to canvas and back.Oct 12, 2026Design
tmux Claude Code
Set up tmux for Claude Code with the documented config, a session per worktree, SSH reattachment, and optional split-pane agent teams.Oct 12, 2026BuildPrefer this site in Google
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