Atomic Bot put Hermes and OpenClaw head-to-head on the... exact same task, running the same model (Qwen 3.6 35B) with the same goal: analyzing GitHub history, mapping growth spikes, and shipping a live dashboard in the browser. Key metrics to watch for 👀 > Time to complete the task > Tokens spent > Quality of the final result (dashboard in browser)show more

Hermes Agent vs OpenClaw using Qwen 35B Local Model... We asked agents to scrape GitHub star history for both tools, find what caused the growth spikes, build a live dashboard in the browser. MacBook Pro M5 Max 64Gb OpenClaw: 203k tokens, 12m 01s - wrote a bash script Hermes: 257k tokens, 33m 01s - wrote a SKILL.md OpenClaw hit GitHub API, got truncated responses, paginated through contributors, pulled star-history JSON, found a security incident in OpenClaw's history, fetched SVGs, fixed broken HTML from trimming, rewrote it clean. Hermes parallel tool calls across GitHub API, web search, and browser. Hit Google rate limit, auto-switched to DuckDuckGo. Fetched article contents, mapped viral moments, then built the dashboard. Both shipped a live dashboard with star growth charts and spike annotationsshow more

We put grok 4.5 and opus 4.8 head to... head on the same browser task, on Hyperbrowser Sandboxes. We then asked it to open a page in a real sandboxed browser and pull the title. Grok build on Grok 4.5, Claude code on Opus 4.8, identical setup. Grok 4.5 came out ahead ↓show more

SOMEONE MAPPED CHAOS INTO A NAVIGABLE SPACE AND YOUR... HERMES AGENT NEEDS THE SAME THING thousands of chaotic data points, each given a position, navigation becomes instant because the structure does the work your vault is the same chaos, hermes lands in it and opens files at random because nothing tells it where to start one index file per major folder with a clear starting point changes everything 2 minutes per task drops to 10 seconds, same agent, same model full breakdown in the article below ↓show more

You can now pause or stop a scheduled task... in Computer from its row in the task dashboard. Live now on the web for all Computer users.show more

Laguna XS 2.1 just matched Qwen 3.6 35B on... a real coding task & ran twice as fast. > Same RTX 3090 > Laguna: 158 tok/s. Qwen: 81 tok/s The local model race isn't about size anymore. It's about who moves faster.show more

Qwen 3.6 models are now 2.5x times faster on... Atomic Chat with new MTP speedups. > MTP drafts several tokens ahead and verifies them in one pass. The speedup depends on the memory moved per pass. Users can run Qwen 3.6 models locally via the open-source Atomic Chat to test them!show more

🚨INSANE: Claude Opus 5.5 vs Gemini 4 Argon on... the same task on building the Eiffel Tower. Opus reportedly took 2 HOURS and cost $33.45. Gemini finished in one shot for just $0.23. That’s 145x the cost for the same task.show more

Codex Dynamic workflows are great. Try it out. 1.... Go to GitHub link below 2. Copy install instruction 3. Type /dynamic to invoke the skill Recreates the same orchestration logic as Claude Dynamic Workflows. > Generates orchestration script. > Spins up a swarm of subagents. > Enters /goal mode to complete the task. Free and open source.show more

We built a plugin that gives Jev a browser... in Cline, and have been blown away by the results. 1. Install it in our new desktop app: Customize > Marketplace > Plugins > search 'jev-browser' 2. Create a Vercel AI Gateway API key, then save it to ~/.cline/plugins/cline-jev-browser.config.json as {"gateway": {"apiKey": "..."}} and restart Cline. 3. Ask any browser task and it will launch Chrome in the background to complete it.show more

Not every task needs the same model. A quick... summary doesn't need the same horsepower as a deep research question — and it shouldn't cost the same either. Now, you can now easily compare models for your Custom Agent on speed, intelligence, and cost 🫡show more

FOUND A Nous Research and OpenClaw🦞 KILLER. FASTER AND... CHEAPER THAN BOTH Saw this and had to test it myself: → Summarize my emails → The exact same prompt → Same inbox, same task Ran them side by side and the speed gap is wild. Plus OpenHuman shows you: → Your context window live → What each session costs After testing both on real work, TinyHumans AI - openhuman is my agent now.show more

Robben sent Weidenfeller back to the UCL final 2013... literally almost the exact same goal 😭show more

Rewarding real product usage just got a little more... interesting. NeoSoul is now LIVE on ActionFi. Your task? Create your first AI agent on NeoSoul. Complete the task. Meet the success criteria. Get rewarded. You've got 2 weeks. Head to Action Model, open the ActionFi tab, and go take action.show more

When it's 7AM on a Monday and you're trying... to hype yourself up to live the same week for the 97th time in a rowshow more

🌉 Our Key Bridge Rebuild Dashboard is live! Follow... the Key Bridge rebuild with MDTA at We’re rebuilding the Key Bridge safely, quickly, and cost-efficiently. It’s one of the largest infrastructure projects in our state’s history, and we want to keep you updated on every step.show more

The key to using only 1% of the weekly... limit with GPT-6 Astra is organizing the task first with a clean prompt, only the necessary context and hard constraints like a 10-test cap and a stop-and-report rule if the same approach fails twice. → No scope expansion allowed in the prompt → If the same approach fails twice, try a different strategy instead of repeating → Hit 10 tests without success, stop and report what's failing instead of working around it → A harder follow-up task took 9.5 minutes and used 6% of the weekly limit on Plusshow more

Hermes Agent beat OpenClaw on Grok 4.5 in a... real security audit. — Hermes: $4.63 / 1.42M tokens / 5m 4s — OpenClaw: $1.31 / 396K tokens / 2m 55s So why would you ever pay more? Because Hermes caught what OpenClaw missed. It flagged the AWS key as a copy-paste docs example instead of a live secret, found the file's path sitting in shell history, and shipped a per-provider rotation checklist that actually closes the incident. OpenClaw was faster, cheaper, and cleaner to read, but it measured the keys without ever asking whether they were real, and stopped at the file instead of chasing where the leak could spread. The honest verdict: OpenClaw is the efficient baseline, perfect when you want a quick, cheap scan. Hermes is the one you want when it actually matters, because it spends the extra time and tokens on judgment, not padding.show more

They’re both doing the exact same challenge, on the... same day, at the same time! What kind of series are we in…🤭 #SmartBoomshow more

We just did the largest live deployment of interactive... robots in history. Users online could ask the robot to do things it was never taught to do. A true foundation model, with 0 task-specific data and 0 task fine tuning. 1/10show more

Comet browser got a new "Act for me" option... in the sidebar, which can explicitly instruct Comet to take over your screen to execute the task. Explicit is always better than implicit 👀show more