Learner Kuma₹

An IT Professional interested in Stock Markets.

[Kshitij Mishra | AI & Tech @DAIEvolutionHub]

GOOGLE CEO SUNDAR PICHAI: "IF YOU DON'T LEARN HOW TO ORCHESTRATE AGENTS NOW, YOU'LL SPEND 2027 CATCHING UP TO PEOPLE WHO STARTED TODAY."

30 minutes on why the best engineers stopped writing code line by line and started orchestrating agents instead.

Most people think building an agent requires an engineering degree.

It doesn't.

It requires one guide and one afternoon.

Watch the interview. Then read the article below.

One guide. One afternoon. That's all it takes.

[Learner Kuma₹ @Kumar_Trader15]

@pannaa_ai @Adilson_Ai Google

[Learner Kuma₹ @Kumar_Trader15]

@RCIllingworth Stack

[Learner Kuma₹ @Kumar_Trader15]

@BoucherNicolas Claude

[Learner Kuma₹ @Kumar_Trader15]

@BojanRadojici10 pls share. Thanks in advance

[Learner Kuma₹ @Kumar_Trader15]

@ai_with_orbit Prompt

[Ai Orbit @ai_with_orbit]

Most people think prompts are just text.

They aren’t.

Prompt Master turns prompts into a skill that works across Claude.

I turned this cross‑AI workflow into a step‑by‑step guide.

Valued at $81.

FREE for the next 48 hrs.

Type “PROMPT”
Follow me : @ai_with_orbit.

[chuplung @choopyplug1]

Google's team just dropped a 9-page PDF on Harness Engineering - one formula replaced prompt engineering:

the twist: same Claude Sonnet, same benchmark - change only the harness

the formula: Agent = Model + Harness

here's the playbook in 6 steps:

step 1 → add guides - AGENTS.md, rule files, constraint docs - each line is a past agent failure turned into a permanent fix

step 2 → add sensors - linters, tests, validation scripts the agent runs on its own output before a human sees it

step 3 → build the agentic loop - plan, execute, verify, fix - bounded retries, budget caps, escalation when stuck

step 4 → externalize memory - the model forgets every session. the harness remembers state, decisions, and artifacts across all of them

step 5 → enforce permissions - which tools, how many writes, what needs approval. the model doesn't enforce safety. the harness does

step 6 → wire observability - track every tool call, cost, retry. trip wires fire when behavior drifts

the result: your agent stops being a demo and starts being infrastructure - every failure makes the system permanently better, not just the next conversation

this 9-page PDF is what comes after prompt engineering and context engineering

bookmark and build the full system from the article below ↓

[Learner Kuma₹ @Kumar_Trader15]

@BoucherNicolas Claude

[Learner Kuma₹ @Kumar_Trader15]

@ambeecious Name pls

[Learner Kuma₹ @Kumar_Trader15]

@ViveKSingh_DC Can u pls share the learning video for the code and the scanner

[Learner Kuma₹ @Kumar_Trader15]

@smratitiwa86867 Send
Guys, pls share me any useful material on CLAUDE , AI Agents, Agentic AI.

[Learner Kuma₹ @Kumar_Trader15]

@smratitiwa86867 Claude

[smrati tiwari @smratitiwa86867]

🚨 I made 50 elite Claude Code prompts that replace hours of coding

These aren't basic prompts
These are production-level workflows
Debug faster
Refactor smarter
Ship in minutes instead of days

I'm giving this away to only first 4500

How to get it:

1. Follow me
2. Like + Retweet
3. Comment "CLAUDE"

I'll DM

If you're using Claude Code, this will save you insane time.

[Learner Kuma₹ @Kumar_Trader15]

@tom_brando82808 Guide

[Tom Brandon @tom_brando82808]

💰 Earn with ChatGPT!
679+ ways to make money with ChatGPT.
Usually $199 — FREE for 48 hours! ⏰
To get it: ✅ Follow ❤️ Like 🔁 Repost 💬 Comment "Guide"
I'll DM you the guide.

[Learner Kuma₹ @Kumar_Trader15]

@tom_brando82808 KIDS

[Learner Kuma₹ @Kumar_Trader15]

@tom_brando82808 @ai_logician Agent. Guys anyone of you got the response in your DM ?

[Learner Kuma₹ @Kumar_Trader15]

@Python_craft @realpython A

[Learner Kuma₹ @Kumar_Trader15]

@AyalaTrist76592 @ai_logician Doc