Twitter Bookmarks

OpenAI dropped GPT Image 2 yesterday. It jumped 250+ ELO on LMArena, the biggest single-release gap ever recorded in image generation. I ran /last30days on "Prompting GPT Image 2" ...

Developers spend weeks perfecting prompt engineering, tool calling, and response latency. None of it matters when your agent needs to stay alive for five days. The workflows that a...

LangChain has raised $160 million. Three years of development. A billion-dollar valuation. LangSmith, their testing platform, is genuinely sophisticated: trajectory evals, trace-to...

I’m a heavy Claude Code user and while I love Plan mode, I find it’s actually not all that thorough in its planning. While it certainly has an obscene amount of data in its trainin...

We automate desktops and legacy portals using Claude. The sort of stuff that an enterprise hires 100+ person off-shore teams to do or pays UIPath and a team of consultants millions...

Paperclip And Hermes Agent are becoming one of the most useful AI automation stacks for building a business system that remembers, improves, and keeps working. A lot of AI tools st...

Reasoning models were the first clear proof that language model capability can scale with test-time compute. Recursive language models (RLMs) ask what the correct abstraction for s...

The coolest thing about Hermes is that it learns things about you — your preference, your way of doing things, your workflows. It synthesizes all of that and create skills out of t...

Cloudflare ran "Agents Week" last week and it was quite impressive, both in the number of announcements and the depth of what they shipped. Great job @eastdakota ,@Cloudflare, @rit...

Everyone's selling "AI automation." Buyers are drowning in tools and still losing hours every week. The service that actually fixes that problem prints money through 2027. A solo o...

Engineers used to argue about IDEs, now we argue about harnesses. I've been using and contributing to open-source harnesses (Roo Code, DeepAgent CLI, HumanLayer), and here's what I...

My last article on how I built the Weather Clawdbot agent for Polymarket trading reached 2.5M views and helped many Polymarket traders and developers. A month ago, @NousResearch r...

“Delegation is buying back your highest value hours with someone else's lower cost ones. Automation is building back your highest value hours with a machine's lower cost ones.” - A...

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...

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...

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...