Larridin tracks AI spend per engineer, team, and agent, and its benchmark data shows a 10x cost spread and 2x output gap between cohorts using the same tools.

Coddy.tech's AI tutor Bugsy uses a 5-stage framework to guide learners through debugging without handing over the answer. Here's how it works in practice.

Recruitment agencies cut shortlist time from 11 days to 2 with AI screening. But a manual audit of 200 rejected CVs found 14 good candidates the system silently buried.

Frase has grown to 36,000 users by combining SERP research, content briefs, and AI writing in one tool. Here is what it actually does well and where it falls short.

On June 1, 2026, GitHub killed flat-rate Copilot billing. A full-day agent user can now hit $594/month versus the old $20 plan. Here is what changed and how to adapt.

Apple's new M5 Mac Studio promises to kill your AI subscription bill. The break-even math, the model gap, and the one case where it actually makes sense.

A small business consultant tested the AI marketing tool market and uses six tools daily, pays for four. Here is the actual stack, the cost, and the three questions that cut the rest.

Trace Cohen open-sourced the full AI content engine behind ValueAddVC.com: 14 diagnostic scripts, 9 config files, and a GSC feedback loop that tripled daily clicks.

The Codex Micro is a $230 programmable keypad from OpenAI and Work Louder with AI agent status lights and 120 programmable actions. Here is the honest teardown.

Josh Owens built an 8-agent Claude Code plugin where half the agents exist only to reject work. Here's how the quality loop works and why the cap matters.

Tines 3B runs vibe-coded workflows where credentials never touch the AI. Free tier includes 3 live workflows and $50 of credits. Here's how the security model actually works.

Zapier has 7,000+ integrations, Make delivers ~10x more operations per dollar, and n8n runs free on a $15/mo VPS. Here's the full cost and capability breakdown.