red_square
15.1K posts

red_square
@red___square
4 boys, footy rules our week. #scfc Clickhouse. Currently having a blast building AI chatbots on Cloudflare with agents, ai-sdk, durable objects and d1.
เข้าร่วม Nisan 2008
3.8K กำลังติดตาม1K ผู้ติดตาม

Our engineers at @tenex_labs are slamming this new Claude Code feature.
Here's how it works:
@AnthropicAI just shipped Agent Teams — and it's a big deal even if you're not writing code yourself.
Here's the simple version:
Instead of one AI working on your problem alone, you can now spin up a whole team of AI agents that work together. One acts as the lead. The others are teammates. They each focus on a different piece of the work, talk to each other directly, and coordinate through a shared task list.
Think of it like hiring a project manager who breaks the work into pieces, assigns it to specialists, and makes sure nothing falls through the cracks. Except all of those people are Claude, and they spin up in seconds.
Why this matters even if you're not a developer
If you've ever used Claude Code to research a problem, write a report, or automate a workflow — you've been working with one brain at a time. That brain has a limit on how much it can hold in its head before things start slipping.
Agent Teams removes that bottleneck. Each teammate gets its own full memory. One can be deep in your financials while another is reviewing your competitor landscape while a third is drafting recommendations. They don't confuse each other's work because they literally can't see each other's context.
And the best part — they talk to each other. The lead doesn't have to relay everything. Teammates share findings, challenge each other's conclusions, and build on each other's work directly.
"Wait, didn't Claude Code already have subagents?"
Yes. And this is where most people get confused. Here's the difference:
Subagents are like sending an intern to go research something and come back with an answer. They do the work, hand you a summary, and they're done. They never talk to each other. You manage everything. Simple, cheap, good for focused tasks where you just need a result.
Agent Teams are like assembling a working group. The teammates coordinate with each other, not just with you. They claim tasks from a shared list, message each other when they find something relevant, and the lead synthesizes everything at the end. More expensive, but the output is fundamentally different.
When to use which:
- Need a quick answer or a focused task done? Subagent. Fast, cheap, gets the job done.
- Need multiple people looking at different angles of the same problem? Agent Team. The coordination is the point.
- One person can do it without talking to anyone else? Subagent.
The work benefits from debate, cross-checking, or parallel exploration? Agent Team.
What our team is using it for right now:
1. Parallel code reviews — 3 teammates reviewing the same PR simultaneously. One on security, one on performance, one on test coverage. A single reviewer gravitates toward one issue type. Three specialists catch everything.
2. Competing hypotheses — 5 agents investigating the same bug, each with a different theory, actively trying to disprove each other. The theory that survives is almost always the root cause.
3. Cross-layer features — Frontend, backend, and tests each owned by a different teammate. No one steps on anyone else's work.
Quick start if you want to try it:
Requires Claude Code v2.1.32 or later. Add one environment variable to your settings.json:
"CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS": "1"
Tell Claude what kind of team you want in plain English.
"Create a team with 3 teammates to review this project from different angles."
Claude proposes the team, you confirm, and it handles the rest — spawning teammates, assigning tasks, coordinating work.
Start with 3 teammates. Keep tasks independent. Don't let two teammates touch the same files.
Still experimental. But this is the first multi-agent architecture I've seen actually hold up on real dev work.
Link to docs in comments below.

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@VividProwess Why the fuck do we do nothing about these 5th century brainwashed vermin
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@bphillipsonMP @educationgovuk Do piss off, tax brackets stagnant, council tax increases (you promised they would not), get over yourself with your LIES
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This government is focused on the cost of living.
At @educationgovuk, we're saving families cash:
£450 on free breakfast clubs
£50 on school uniforms
£500 on free school meals
£300 on school holiday clubs
Now it's confirmed we've halved childcare costs, saving parents £8,000.
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@YossiBenYakar That is a horrible watch, 5th century evil bastards
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Every time I watch this video, my heart breaks all over again. So much terror, so much pain. I can't imagine what was going through the minds of these young people in those final moments.
They just wanted to go out and dance, and they were murdered in cold blood. I'm here to remind you what Palestinian terror did to us on October 7.
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@JenniferJS_ @Keir_Starmer Just like he promised to not put council tax up....we will be proud when he resigns, take your bloody blinkers off Jennifer, the bloke is trash
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And @Keir_Starmer is a prime minister to be proud of.
Keir Starmer@Keir_Starmer
I’m proud of our tolerant and diverse country. I’m proud that in Trafalgar Square we celebrate all faiths. That’s British values. The comments from Nick Timothy are shameful. Kemi Badenoch should do the right thing and sack him.
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@millwall_tina and give you wads of cash, even more if you leave
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Congratulations to the Muslims in Lakemba who forced the PM to leave the mosque.
You just played right into Pauline Hanson, Angus Taylor, the RW media and every racist and Islamaphobes hands!
You really and truly fucked it up!
He went there in good faith.
You spat on him and the racists are cheering!
YOU HAVE LOST MY SUPPORT!
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@DavidMcGregorBN Take your blinkers off, the country is in a fucking mess
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@Sunil_Goriya White dumbs don't know Bangladesh is a separate country and it's not part of India.
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⚠️ Horrible Video
Two people were death and several others seriously injured when two boats collided at Sadarghat in Dhaka, Bangladesh.
#Dhaka #Bangladesh
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Warmest wishes to Muslims who are marking the end of Ramadan across the UK and around the world.
May your Eid‑al‑Fitr be joyful and full of peace.
Eid Mubarak.
UK Prime Minister@10DowningStreet
To Muslims marking Eid al‑Fitr across the UK and worldwide, wishing you a day filled with peace and happiness. #EidMubarak
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@adamdrew1988 Congrats, braver man than me especially with two small ones
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@ToonDazza @Keir_Starmer @YvetteCooperMP All part and parcel according to those brainwashed Labour traitors
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In The last 7 days, 12 girls were raped by channel migrants.
12 families lives destroyed @Keir_Starmer @YvetteCooperMP
If that was my daughter I would be hunting you down.
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@HumzaYousaf You should be fucking nowhere near politics, you brainwashed racist effort.
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