Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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GitHub Copilot Is Moving to Usage-Based Billing — And Satya Nadella Says Every Microsoft Product Will Follow
GitHub's CPO called flat-rate AI pricing 'no longer sustainable.' Satya Nadella confirmed on earnings: every per-user business becomes per-user-and-usage.
Google's 2029 Quantum Deadline: 4 Things Their March 2026 Post Reveals About the Cryptography Threat
Google set a 2029 internal deadline to migrate all infrastructure to post-quantum cryptography and published a ZK proof showing RSA is easier to break than…
How Google's AI Co-Clinician Uses Live Video to Guide Physical Exams — And What It Means for Telehealth Builders
AI Co-clinician processes real-time video to observe gait, breathing, and facial features — then guides physical exams through the camera. Here's how it works.
Google AI Co-Clinician vs. GPT-5.4 with Search: Which Medical AI Do Physicians Actually Prefer?
Google's AI Co-Clinician beat GPT-5.4 with Search 63% to 30% in blind physician evaluations. What the search-augmented model still missed — and why it matters for builders.
Google DeepMind's AI Co-Clinician: 4 Benchmark Results That Surprised Even the Evaluators
AI Co-clinician beat GPT-5.4 63% to 30%, hit zero critical errors in 97 of 98 queries, and matched physicians in 68 of 140 consultation dimensions.
How to Use the GSD Framework to Prevent Context Rot in Long Claude Code Sessions
The GSD framework spawns fresh sub-agents per task so your main session stays clean. Learn how to install it and use it on complex multi-day projects.
Harvard and Stanford Physicians Built the Toughest Medical AI Benchmark Yet — Here's How AI Co-Clinician Scored
DeepMind's evaluation used 140 consultation dimensions, 20 synthetic clinical scenarios, and 10 real physicians as role-playing patients. Here are the results.
How to Build a 20%-Converting Lead Gen Site with Claude Code: The Full Workflow from Design to Automated Follow-Up
One builder hit 20% conversion (10x industry average) using Claude Code, Dribbble references, PostHog split tests, and a 10-second webhook callback.
How to Build an Agent-First Product: Lessons from Stripe, Google, and Anthropic
Discover the design principles behind agent-first products, from payment rails to discovery APIs, and how to make your app callable by AI agents.
How to Build a Professional Presentation in Gamma in Under 5 Minutes: Step-by-Step Guide
Gamma's Generate → Outline → Customize → Edit with AI workflow produces a fully branded, editable deck in minutes. Here's every step from blank to export.
How to Chain Claude Code Skills into Scheduled Autonomous Pipelines: A Step-by-Step Guide
Chain Claude Code's modular skills into a scheduled pipeline that researches, writes, repurposes, and posts content with one human checkpoint.
How to Run the Hermes Agent for $0.24/Hour: Single-Command Setup on a CPU Cloud Instance
Hermes agent runs on a CPU instance at $0.24/hour with one install command. Here's the full setup on HPC.ai with OpenRouter, Telegram, and cron scheduling.
How to Use Gamma AI to Build Presentations from Scratch: A Step-by-Step Tutorial
Gamma AI creates professional presentations in minutes. This guide walks through generating outlines, customizing themes, and exporting to PowerPoint.
How to Use the Superpowers Plugin in Claude Code to Write Better Code
The Superpowers plugin forces Claude to plan before coding, write tests first, and review its own work in two stages—here's how to install and use it.
Is Your Business Agent-Readable? Run This 5-Question Diagnostic in 10 Minutes
Nate Jones's 5-question framework tells you whether your business data is structured for AI agents to act on — or invisible to them.
Kimi K2 Runs 300 Sub-Agents Across 4,000 Steps on 4x H100s — The Story Hermes Found That Everyone Missed
Hermes's content ideation agent surfaced Kimi K2: an open-source system orchestrating 300 sub-agents across 4,000 coordinated steps on 4x H100 GPUs.
Linear CEO Said Issue Tracking Is Dead. Then OpenAI Built Symphony on Top of Linear.
Linear's CEO declared issue tracking dead on March 24, 2026. Weeks later, OpenAI's Symphony spec made Linear the backbone of autonomous coding agents.
Mark Kashef's Claude Code Hive Mind: SQLite + Telegram Multi-Agent Council on Zero Cloud Cost
Mark Kashef's hive mind stores all agent conversations, tasks, and scheduled jobs in a free local SQLite DB with a 3D graph view.
How to Build a Multi-Step AI Automation for Content Repurposing: Research to Post
Chain topic research, script writing, transcription, and social posting skills into a scheduled autonomous workflow that runs without supervision.
OpenAI's Goblin Problem: How RL Training in Codex Infected GPT-5.4 with Creature References Across Model Generations
GPT started mentioning goblins and gremlins in responses. The cause: RL 'nerdy personality' training in Codex scored creature references highly and bled…
OpenAI and Stripe's Agentic Commerce Protocol: What Every Builder Needs to Know About the New Payment Stack
OpenAI and Stripe co-developed the Agentic Commerce Protocol. Visa, Mastercard, Meta, and PayPal are all building parallel rails. Here's the full picture.
What Is Quantum-Safe Encryption and Why Should AI Builders Care?
Quantum computers could break current encryption by 2029. Learn what post-quantum cryptography means for AI infrastructure, APIs, and agent security.
Scott Aaronson's 2029 Warning: Why the World's Top Quantum Skeptic Is Now Sounding the Alarm
Scott Aaronson — historically skeptical of quantum timelines — now says fault-tolerant quantum computers capable of breaking crypto are expected by ~2029.
How to Sell AI Automations to Local Businesses: 6 Claude Code Skills That Actually Work
Learn the six Claude Code skills—from skill creator to GSD—that businesses actually pay for, and how to pitch them as time-saving outcomes.