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In "Thin Harness, Fat Skills", I introduced five definitions for building agent systems that actually work. Skills got all the attention. People bookmarked the skill-as-method-call...

I ran one hermes agent as researcher, writer, coder, and orchestrator for 14 days on a single claude-sonnet-4.6 profile before everything blurred into the same voice. Most operator...

I've 2x’d my productivity as a VP of Product @mercury by creating a "Second Brain" using 5 years of work history, 15k docs with 3.5 million words, and every tool in my stack. It r...

Most people use Claude like a $20 autocomplete They type. They get an answer. They move on > They have no idea Claude can run an entire dev team - architect, reviewer, debugger, do...

Over the last month I've been doing office visits with AI-native companies in San Francisco and we’ve had the chance to actually see how they work today and we saw a lot that surpr...

The past few weeks I have heard story after story that has confirmed my suspicion: companies are setting a completely new standard for product velocity and ambition. If you're an e...

Ramp published a post about Glass, the internal AI productivity suite they built for every employee. It's impressive work: auto-configured integrations, reusable skills, persistent...

Agent harnesses are becoming the dominant way to build agents, and they are not going anywhere. These harnesses are intimately tied to agent memory. If you used a closed harness - ...

Steve Yegge says people using AI coding agents are "10x to 100x as productive as engineers using Cursor and chat today, and roughly 1000x as productive as Googlers were back in 200...

Codex is great at using tools when the tool can be expressed as a precise command. That sounds obvious, but it changes how I think about giving Codex access to things I use every d...

Multi-agent systems have shown promise in coordination, complex reasoning, and parallel workflows. However, they are often highly token inefficient. In hierarchical architectures, ...

You’ve spent the last year or so supercharging your life with ChatGPT and your Claude Max subscription. It feels pretty good, right? Research is faster; you no longer need to draft...

Cold email changed my life. Not metaphorically. Literally. I cold emailed Farza, the founder of Buildspace, and flew to San Francisco three days later. I cold DM'd my way into buyi...

I used to check LinkedIn before bed. My former colleague's Series B. Like. A PM who got the title I'd chased. Scroll. Someone younger joining a company I'd nearly joined. What. I c...

The Models are Good Enough, The Harness Isn’t At Ramp, we hit 99% adoption of AI tools across the company. And then we noticed something concerning: most people were stuck. It wasn...

Most companies are still debating their AI strategy. They are overthinking it. Here is the playbook we followed to get everyone at the company building using AI. Ramp's AI usage i...

TL;DR – Claude Managed Agents is a pre-built, configurable agent harness that runs in managed infrastructure. You define an agent as a template – tools, skills, files / repos, etc....

Harvey’s internal collaborative cloud agent platform. By @ZongZiWang and Gabe Pereyra Spectre is Harvey's internal collaborative cloud agent platform. A request can start in Slack,...

The most effective way to build software and get massive adoption is no longer high quality mainline apps but via building blocks that enable and encourage others to build quantity...

Last week, Gemma 4 was released. It's a very capable small model, so you can run it directly in your own devices. In this article, you'll learn how to run Gemma locally and connect...

If you're able to learn how to create an LLM knowledge base then you have essentially created your own "external brain" that you can utilise, on top of that, this could change how ...

I'm a VC in the middle of a fundraise, sitting on boards, helping portfolio companies, and angel investing on the side. I've worked with great human EAs and chiefs of staff over th...

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@karpathy dropped a post describing how he uses AI to build personal knowledge bases. The idea is simple: instead of keeping notes scattered across apps, you dump everything into ...

 SubscribeSign in !User's avatar Discover more from Every Day is a Year Josh Pigford takes a weekly look at the AI tools, updates...

You built your Hermes and Openclaw agents to run your workflows, but the more workflows you create, the less time you have to improve them. That is what the subconscious agent is ...

Have you ever told Claude Code to do something and it just didn't? You said format the code - It didn't. You said don't touch that file - It did. You said run tests before finishi...

today we're releasing AutoAgent, an open source library for autonomously improving an agent on any domain. AutoAgent hit both the #1 on SpreadsheetBench (96.5%) and the #1 GPT-5 sc...

I turned my @openclaw into the most effective assistant and chief of staff I've ever worked with. I've hired EAs in my previous companies and I'm absolutely blown away by how well...

Why decision traces will reshape B2B the way behavioral data reshaped B2C Our latest thinking on context graphs, developed with my partner @JayaGup10. Consumer platforms built on...