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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 run1092–1115 / 1119
Opus 4.7 +27%, GPT-5.5 2x: The Harness That Held
Three vendors quietly raised AI cost in one week. Which mechanism hits your stack, and the cache, router and spend-cap architecture that absorbs it.May 16, 2026AI
Grok Build: cheapest model, $300/mo door — the operator math
Grok Build's cheap model is gated behind a $300/mo tier: the subscription-vs-API math for an operator already on Claude Max, and why it waits.May 16, 2026AI
Dubai Legal AI Stack: 68% Less Review, AED 9,500/Month
A workflow-mode playbook for the managing partner of a 10-25 lawyer UAE boutique who has watched Harvey AI, Vincent AI, and Lexis+ Protégé pricing drift past USD 1,000 per seat per month and concluded — correctly — that the enterprise…May 15, 2026Business
Mercury OCC Approval: My 5-Venture Banking Decision
Mercury received OCC conditional approval for Mercury Bank, N.A. on April 28, 2026, two weeks after acquiring Central, an AI-native payroll platform. Senior founders running multiple entities now have to decide whether to consolidate…May 15, 2026Business
Runway Agent vs 4-Tool Pipeline: 9 min vs 4.5 hrs
Runway Agent (launched May 13, 2026) compresses what used to be a four-tool brand-video pipeline — Midjourney + Runway Gen-4.5 + ElevenLabs + DaVinci — into a single conversation, with voiceover, dialogue, and music assembled in minutes.…May 15, 2026Design
AdCreative.ai vs Pencil Pro vs Control: $4,800 CPA Data
A 6-week, $4,800 Meta ads test pitting AdCreative.ai Professional ($249/mo) against Pencil Pro ($249/mo) against hand-designed control creative on a single DTC product, with matched audiences, identical offers, and clean 7-day click…May 15, 2026Business
Meta Andromeda + Advantage+ ad-creative stack for DTC, 2026
Meta defaulted Advantage+ Creative on and dropped the Sales conversion threshold to 25/week. Creative variety is the new lever. Stack I'd run now.May 15, 2026Business
Anthropic SDK 0.100–0.102: What to Delete on Cloudflare
A migration playbook for senior devs running production AI on a Durable-Object-plus-Workflows stack. Maps every piece of the Managed Agents API that landed in SDK 0.100–0.102 to the Cloudflare primitive it replaces, surfaces the three…May 15, 2026Build
Claude Agent SDK on a Separate Meter June 15: The Token Math
On May 13 Anthropic announced that starting June 15, 2026, programmatic Claude usage (Agent SDK, `claude -p`, Claude Code GitHub Actions, third-party apps) draws from a separate credit pool instead of subscription limits. Pro gets $20,…May 15, 2026AI
PwC Certifies 30,000 on Claude: 18-Month Arbitrage Window
PwC and Anthropic announced a multi-year alliance expansion on May 14, 2026 that puts Claude Code and Cowork into hundreds of thousands of PwC professionals' hands, with 30,000 US staff certified inside the year. The release publishes…May 15, 2026AI
Codex Mobile Preview: Async Coding as the Solo-Op Default
On May 14, 2026, OpenAI shipped a preview of Codex inside the ChatGPT mobile app on iOS, iPad, and Android, available on all plans including Free and Go. The phone becomes a thin controller over a Codex desktop session running on a paired…May 15, 2026AI
Codex in ChatGPT mobile: async coding for solo operators
OpenAI shipped Codex inside ChatGPT mobile on May 14, free tier included. The phone is now the agent control plane for solo Mac operators.May 15, 2026AI
Notion Developer Platform: the August 11 credit cliff
On May 13, 2026, Notion launched its Developer Platform — Workers (hosted code runtime), External Agents with partner integrations for Claude Code, Cursor, Codex and Decagon, an External Agent API for custom agents, a CLI called `ntn`,…May 15, 2026AI
Abu Dhabi Dental Recall Stack: 38% Fewer No-Shows
A real anonymized playbook for a 14-chair Abu Dhabi multi-specialty dental group rebuilt around the DOH Responsible AI Standard V1 (2025) and ADHICS V2.0. Every architectural choice, Arabic + English templates, human-in-the-loop…May 14, 2026Business
OpenAI's Free Codex Offer: The 60-Day P&L That Said No
A first-person operator P&L for solo founders weighing OpenAI's May 13 promotion against staying on Anthropic Max with the new +50% weekly Claude Code limit through July 13. Walks the actual switching cost in engineering hours, the…May 14, 2026Business
Webflow May 2026 Pricing: 8-Site Studio Ledger
A studio-operator breakdown of Webflow's May 13, 2026 pricing migration. Maps the old Basic / CMS / Business / Ecommerce ladder to the new Basic / Premium / Ecommerce / Team layout, walks Webflow's three official scenarios (A: save $10,…May 14, 2026Design
Anthropic Buying Stainless: What to Do in Your Codebase Now
On May 12, The Information reported Anthropic is in advanced talks to acquire Stainless for at least $300 million, a deal that would hand the Claude maker control of the SDK-generation pipeline that produces the official client libraries…May 14, 2026AI
Dubai Brokerage WhatsApp Stack: AED 22K, 4-Min Reply
A working playbook for Dubai real-estate brokerage principals running 10–60 agents on Bayut, Property Finder, and dubizzle traffic. Walks through the actual four-component AI stack we shipped to cut WhatsApp first-reply latency from a…May 14, 2026Business
Claude Code +50% Weekly Cap: Migration Math for July 13
On May 13, 2026, Anthropic raised Claude Code weekly limits 50 percent through July 13 for Pro, Max, Team, and seat-based Enterprise accounts. The same day, OpenAI offered two free months of Codex to teams who migrate inside 30 days. The…May 14, 2026AI
Bun.Image 1.3.14: Sharp migration in 4 steps
A working migration playbook for senior devs running production image workloads on Bun. Maps every Sharp method I had in production to its Bun.Image equivalent, surfaces the four API differences that broke first, and benchmarks the result…May 14, 2026Build
Anthropic's $10K Solopreneur Grant vs. My $387/Month Stack
A line-item breakdown of the operating stack behind a working one-person AI company in May 2026, against the new Workday-Anthropic-LISC solopreneur accelerator that funded 15 founders this week. Real Cloudflare, AI Gateway, D1, R2,…May 14, 2026Business
UAE E-Invoicing: an AED 18,000 Peppol-PINT-AE Stack
A working playbook for the Oct 30, 2026 UAE e-invoicing ASP appointment deadline written from a real 35-person Dubai trading SMB deployment. Covers the Peppol 5-corner PINT-AE specification, the 6-week implementation window, ASP shortlist…May 14, 2026Business
Apollo 42% vs Clay 78%: Stack Math for Cold Outbound
A working-stack breakdown for founders and growth leads running B2B cold outbound in 2026. Compares the Apollo-only $99 starter setup against the Apollo + Clay + Smartlead stack at roughly $350 to $700 a month, with real per-tool pricing,…May 14, 2026Business
v2.1.141 Fixed My 3 Claude Code Hook Bugs
A practical upgrade guide for senior devs already running Claude Code hooks in production. Walks through the three concrete fixes that landed in v2.1.139 to v2.1.141 (terminalSequence for headless notifications, args:string[] for…May 14, 2026BuildPrefer this site in Google
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