Aaditya Gaur

It was great talking with Robin. Got great insights from him on agentic testing. Check out usecheckpoint.dev We are building the testing layer for AI agents. We would love to hear how you to test your agents or any feedback you might have. DMs are open!!!!

Last week, I spent 90 minutes with @RobinNewhouse, Senior SWE Applied AI at @cline, discussing agent testing. He's the person building evals infrastructure for one of the most-used open source coding agents in the world. Here's a few things from the talk that stayed with me:

@pcshipp This is actually too relatable!

Claude: You've used 90% of session limit Me instantly:

Moving to SF for the summer (June – Aug) — two co-founders and I need housing. Open to: 1. Splitting a place with other builders 2. Joining a hacker house with room for 3 We're 20, building a B2B AI agent eval startup. DM or tag someone who'd fit 🙏. #buildinpublic

@Jason I'm in

We started an AI founder twitter group... reply with "I'm in" if you're a founder and want to be added

codex is underrrated. im getting claude max 5x levels of work done with their $20 plus plan. i still use claude but openai is super generous with their limits. @AnthropicAI if you could help us loyal customers out a little more!

@HeyGen HyperFrames

We built our launch video in Claude Code using HyperFrames. Now it's yours. Open source, agent-native framework. HTML to MP4. $ npx skills add heygen-com/hyperframes RT + Comment "HyperFrames" to get the full source code of this launch video (must follow)

claude mythos casually mogging

@mauricekleine @tonnoz Would be happy to join! Cant dm you on twitter though

❤️ @tonnoz did a great job capturing the spirit of Hackadam and Hacka* in general next one is April 23, format is simple: •⁠ ⁠9:30: Doors open •⁠ ⁠10.30: Intros •⁠ ⁠12:00: Lunch •⁠ ⁠16:30: Demos •⁠ ⁠17:00: Hangout & hack some more DM if you wanna join!

@maverickecom SYSTEM

BREAKING: Claude can now run your entire ecom brand tiktok like a $500/hour social media manager. I reverse-engineered how top social media brands use AI to build million-follower accounts. Here’s the crazy part: This system produces 550+ cinematic, product-ready ads per day from a single prompt. Here’s the full pipeline: → AI generates a realistic UGC persona — face, voice, personality → Arcads clones a natural voiceover in seconds → CapCut auto-edits: captions, pacing, hooks — done → our phone farm method pushes every finished video straight to TikTok Shop → Cruva Social 1 identifies which hooks are already winning in your niche before you film anything The result: 500+ videos a month, per brand, at a fraction of what one UGC creator used to cost. Most brands are still paying $300–500 per video. Testing 10 hooks takes $5,000 and three weeks. With this system, you test 100 hooks in the same timeframe. The ones that win get scaled. Automatically. AI is the new creative director. TikTok doesn’t reward the best video. It rewards the brand that shows up the most — with content that converts. Static agencies are dead. Creator dependency is a liability… and it’s soooo 2025. No more waiting on creators. No more $500 videos that flop after 200 views. The brands that automate content at scale will be the biggest winners of 2026. If you want the full breakdown: Like & comment “SYSTEM” I’ll send you the complete workflow, every prompt, and a step-by-step walkthrough. Free. (Follow first so I can DM.)

@maverickecom SCALE

I can no longer recommend brands use Openclaw its amazing but Claude Cowork Computer basically does all the same things but 1000% easier like this is what most people will use it for and its so much easier to get going than openclaw Were now scaling brands with arcads + claude cowork instead The stack is less relevant than the strategy though, we focus on going viral and driving sales profitably. If you want to see how we scale 8 figure Amazon + tiktok shop brands with Claude, comment SCALE and I’ll send it over PS — Repost for early access.

@jordan_ross_8F Openclaw

The founders who figure out OpenClaw in the next 90 days are going to look like geniuses in 2027. The problem is most agency owners don't have time to figure out the install, the security risks, where to start, or what to actually hand it first. So my team built a 48-page beginner's guide that does it for you. Inside: — The exact prompts to hand it on day one — Plain English setup for Mac and Windows — How to secure it so it doesn't burn your business down — 42 copy-paste workflows across sales, marketing, ops, and finance Your competitors are sleeping on this. Comment OPENCLAW and I'll send it.

@SmashZoneBets send

🚨 INSIDER INFO MAX BET 🚨 A player is injured. Free money. My bot will send to everyone who 𝗟𝗜𝗞𝗘𝗦 and 𝗥𝗘𝗣𝗟𝗜𝗘𝗦. (must be following to message)

@SmashZoneBets Lets get it

MAX PLAY OF THE YEAR 💎 32-7 Record All Time. My biggest bet in 2026. My bot will send to everyone who 𝗟𝗜𝗞𝗘𝗦 + 𝗥𝗘𝗣𝗟𝗜𝗘𝗦. (must be following @SmashZoneBets)

@cryptofergani lets go

I am back as promised :) Time to start the $50 —> $10,000 challenge Last time it took me about 7 days, will try doing it faster this time If you want to follow want to follow along, comment below and I’ll send you an invite to the call group Gonna lock comments in 24 hours

@GuGaBetss UFC

#UFCVegas114 🇺🇸 $25,000 MAX PLAY 🔮 My Bot 🤖 Will Send To Everyone Who Likes + Comments “UFC” L25 Cards (22-3 UFC Record ✅) (Must been following @GuGaBetss so I can DM You with play)

@codewithimanshu Polymarket

One Polymarket account turned $50 into $435,000 with OpenClaw. It exploits price lag, executes in milliseconds, runs locally in Rust, and prints $400 to $700 a day. I have the exact step-by-step guide, giving it free for 24 hours. To get it: 1. Comment "Polymarket" 2. Like and Retweet 3. Follow me @codewithimanshu (so I can DM you) What you will learn: ✅ How to reverse-engineer profitable trading bots ✅ Using AI to build Rust bots in under 1 hour ✅ Exploiting price lag across exchanges ✅ Setting up local execution for speed ✅ Complete bot deployment walkthrough ✅ Risk management and error handling This is not theory. This is the exact process to replicate a proven system. The bot runs 24/7 while you sleep and catches every opportunity. Comment "Polymarket" and I will send you everything. Must Follow me @codewithimanshu to get the DM.

@GuGaBetss send

𝗣𝗟𝗔𝗬 𝗢𝗙 𝗧𝗛𝗘 𝗪𝗘𝗘𝗞 🚀 Confidence Level: 10/10 🇷🇸 Novak Djokovic vs 🇬🇧 Jack Draper Sending to everyone that LIKE + REPLY ❤️ (must be following @GuGaBetss)

@matchpo1ntbets lets get this

+64 Units in March +286 Units this Year Arthur Fils +3.5 -130 5U✅ Arthur Fils +190 2U✅

@maverickecom system

Clawdbot + Kling = 550 videos per day No actors. No products in hand. No ghost creators. No missed deadlines. Just viral TikTok Shop sales — 24/7. Here’s the crazy part: This system produces 550+ cinematic, product-ready ads per day from a single prompt. Here’s the full pipeline: → AI generates a realistic UGC persona — face, voice, personality → Arcads clones a natural voiceover in seconds → CapCut auto-edits: captions, pacing, hooks — done → our phone farm method pushes every finished video straight to TikTok Shop → Cruva Social 1 identifies which hooks are already winning in your niche before you film anything The result: 500+ videos a month, per brand, at a fraction of what one UGC creator used to cost. Most brands are still paying $300–500 per video. Testing 10 hooks takes $5,000 and three weeks. With this system, you test 100 hooks in the same timeframe. The ones that win get scaled. Automatically. AI is the new creative director. TikTok doesn’t reward the best video. It rewards the brand that shows up the most — with content that converts. Static agencies are dead. Creator dependency is a liability… and it’s soooo 2025. No more waiting on creators. No more $500 videos that flop after 200 views. The brands that automate content at scale will be the biggest winners of 2026. If you want the full breakdown: Like & comment “SYSTEM” I’ll send you the complete workflow, every prompt, and a step-by-step walkthrough. Free. (Follow first so I can DM.)