How to set up Claude Code so it runs like a full dev team:
5 folders. That's the entire system.
1. CLAUDE.md → Memory.
Your repo's constitution. Naming rules, structure, expectations. One global file for all projects, one local file per repo.
2. skills/ → Knowledge.
Reusable workflows Claude auto-invokes by matching the task description. No slash commands. It just knows.
3. hooks/ → Guardrails.
Shell scripts that run before and after every tool call. Block dangerous commands. Auto-lint on save. Ping Slack on deploy. Deterministic. Not AI.
4. subagents/ → Delegation.
Isolated agents with their own context window. A code reviewer that only sees the diff. A test runner with custom permissions. Keeps your main session clean.
5.plugins/ → Distribution.
Bundle the whole system into one install. Every teammate gets the same skills, same hooks, same agents. Aligned from day one.
This is the Agent Development Kit. Five layers, one stack.
To learn how and get the full Claude guide:
1. Go to https://t.co/xViEAXTX7v
2. Subscribe free by just writing your email.
3. Open my welcome email and get the free resources.
Repost ♻️ to help someone in your network.
API limits on Opus also got a serious https://t.co/dFxn0Y8BhS someone building RAG + agentic systems daily, this is huge. No more watching my Claude session die mid-refactor or during a complex multi-agent orchestration at 2pm.
Just woke up to the best news my agentic workflow has had in months Anthropic just dropped a massive compute partnership with SpaceX (yes, that SpaceX) and hooked Claude Code up with doubled 5-hour limits + no more peak-hour throttling. #ClaudeCode#AgenticAI#RAG
Having shipped these in regulated environments, the patterns that turn pilots into scalable platforms are the ones refined through tough edge cases and governance layers. If you're wrestling with this transition, always open to swapping insights.
In banking and insurance, true agentic impact in 2026 comes from multi-agent orchestration on AWS Bedrock — supervisor + specialist swarms fused with deep learning for underwriting, claims adjudication, adaptive fraud detection, and KYC flows.
Single agents hit limits fast, but production multi-agent systems surface the real challenges: managing emergent behaviors, reliable memory handoffs, audit-grade observability, and securely integrating CV/anomaly models with legacy cores without blowing compliance or costs.
⚠️🔥 Is Trump The Ant!Christ?
🤷🏾♂️❌ Who Changed The SignPost? From Ant!Christ To Brother In Christ
⛪️🇻🇦 Who Changed the Signpost From Sabbath to Sunday
🔥 Prepare for the Final Exam
In this Midday Power Surge, we confront a question many are asking, but few are answering from Scripture. How does the Bible actually identify the antichrist, and have people been misdirected?
There is a growing shift in perception. What was once clearly identified through prophecy is now being rebranded, softened, and even accepted. The signposts are being moved.
📖 “Let no man deceive you by any means.”
- 2 Thessalonians 2:3
📖 “They changed the truth of God into a lie.”
- Romans 1:25
We also examine the transition from Sabbath to Sunday and what that change represents in prophecy. This is not just about a day. It is about authority, worship, and obedience.
Many are now calling what was once opposed “good,” and embracing what Scripture warns against. This is why discernment is critical.
This message is a call to prepare. Not for a test given by man, but for the final exam that determines eternal destiny.
👉🏾 ✅ Time To Implement The 5 Steps Of Salvation 🙏🏾
👉🏾 ✅ Time To Implement The 5 Keys Of Survival 🔑
https://t.co/qXn85tjRoT
❌🚷 Public Enemy #1 Is Coming!
⚠️ Pray For God To Destroy Them, They Say!
🔥 The Spirit Of Persecution Has Already Begun!
A dangerous shift is happening right before our eyes.
Voices in politics and religion are now openly calling for less tolerance, for enemies to be destroyed, and for society to reject those who do not conform.
What was once unthinkable is now being normalized.
⚠️ Pray against them!
⚠️ Do not tolerate them!
⚠️ Eliminate the threat!
But who will be labeled the threat?
The Bible already foretold us.
📖 “And the dragon was wroth with the woman and went to make war with the remnant.” - Revelation 12:17
God’s commandment-keeping people will soon be viewed as enemies of society. Not because they do evil, but because they refuse to compromise. 🙅🏾♂️
This is how persecution begins, not with laws first, but with a mindset.
The shift from tolerance to intolerance, from disagreement to hatred, from hatred to action. 💥
The question is not if it will happen... The question is, are you seeing it now? 👀
#BibleProphecy #EndTimeEvents #Persecution #Revelation12 #Revelation13 #PresentTruth #WorshipCrisis #ReligiousLiberty #ChurchAndState #LastDays
There are two kinds of leaders walking among us.
Both stand in the same room, hear the same facts,
see the same giants, measure the same walls.
But one speaks from fear… the other from vision.
Two saw promises and called them destiny.
“Caleb stilled the people…” — Numbers 13
@DeepLearningAI@Snowflake@datta_cs@_jreini This is a game-changer! Finally, a hands-on course to master reliable multi-step data agents , can’t wait to dive in and level up my engineering workflows.