D Anderson

Every day is a gift to be cherished & used wisely! Fiat justitia ruat caelum -- Let justice be done though the heavens may fall. Win humbly AND lose graciously!

[Jason @Jasoncoderx]

How To Never Hit Claude’s Limits

[Simon Kuestenmacher @simongerman600]

A good map for the World Cup. Make sense of the area your team is playing at by seeing how the region compares to global climate zone benchmarks. HT @amazingmap

[D Anderson @DocDennyMN]

@briansherrodtv Awesome Dr @briansherrodtv You are da Man! 👏🏻👍🏻💪🏼💪🏼🥳🥳

[D Anderson @DocDennyMN]

@firesidenotes .@threadreaderapp please unroll

[D Anderson @DocDennyMN]

.@threadreaderapp please unroll

[fireside notes @firesidenotes]

YC's first-ever Paper Club: 1,000+ applied, ~100 got in.

The room had researchers with 10,000+ citations next to founders who'd raised $50m +

5 AI papers were presented, built on old ideas. Here's are the sharpest idea from each:

[D Anderson @DocDennyMN]

.@t_blom WORKING vacation... 😉😉🤣😂 #EntrepreneursNeverVaca

[Tom Blomfield @t_blom]

@DocDennyMN That sounds like you’re on vacation 🤷‍♂️

[D Anderson @DocDennyMN]

@t_blom .@T_blom Does that include ice fishing 🎣 houses on Lake of Woods at Minnesota-USA / Canadian border in January? Does StarLink internet access in ice fishing house count??? #BeenThereDoneThat 😉😅

[D Anderson @DocDennyMN]

.@t_blom Does that include ice fishing 🎣 houses on Lake of Woods at Minnesota-USA / Canadian border in January? Does StarLink internet access in ice fishing house count??? #BeenThereDoneThat 😉😅

[Tom Blomfield @t_blom]

A founder just apologized for dialing in to office hours from a car. It’s the sixth time he’s done this.

He spends close to 100% of his time meeting customers in unglamorous places a long way from San Francisco.

I wish more founders did this.

[Dickie Bush 🚢 @dickiebush]

7 workflows you can automate with Claude Cowork instead of hiring a $3,000/month virtual assistant:

Using just one simple AI Prompt, you can delegate these tasks (and save yourself 20+ hours per week):

1. Weekly content review
2. Morning inbox triage
3. Newsletter draft
4. Client follow-ups
5. Meeting prep
6. Monthly expense sort
7. Weekly learning digest

Just download the attached image and give it to Claude Cowork (it will walk you through everything) ✊

And these workflows only scratch the surface of what you can do.

You can use Claude to build workflows that marketing agencies charge $5,000-$15,000 for.

And on TOMORROW (May 18th), we'll show you how.

In just 2 weeks, we'll help you:

• Build
• Automate
• And scale

Your marketing with Claude Code (even if you've never written a line of code before).

But doors close TONIGHT at midnight.

Click here to join us tomorrow—and walk away with a Million-Dollar Marketing Funnel in just 14 days: https://t.co/9xVDLAR5p8

[hila.tequila @callmeshirlee]

@chrislhayes He’s updated his design to protect from this happening

[D Anderson @DocDennyMN]

@briansherrodtv Yo @briansherrodtv THAT is a winning smile!! #NextTodayShowAnchor #ShowUsTheMoney 😉😁🤑

[D Anderson @DocDennyMN]

@LearnWithBrij .@threadreaderapp please unroll

[Brij Pandey @LearnWithBrij]

Claude Code ships with 5 architectural layers most engineers never open.
Not features. Not settings. Layers — each solving a distinct problem that LLMs alone can't solve. And four of them have nothing to do with prompting.
Here's the full Agent Development Kit:

Layer 1 — CLAUDE.md → The Memory Layer
Architecture rules, naming conventions, test expectations, repo map. Always loaded. Always active.
Two scopes:
• ~/.claude/CLAUDE.md → global
• .claude/CLAUDE.md → project
This isn't context you paste in before every session. It's context that never needs repeating. The agent's constitution.

Layer 2 — Skills → The Knowledge Layer
Each SKILL.md carries a description. Claude matches it at runtime and forks the skill into an isolated subagent. On-demand, never always-on.
Task-specific knowledge without inflating your main context window. Modular by design.

Layer 3 — Hooks → The Guardrail Layer
PreToolUse → PostToolUse → SessionStart → Stop → SubagentStop

This is the layer most teams skip. And the one they regret skipping first.

Hooks are NOT AI. They're deterministic event-driven shell commands.
• Auto-lint on every Write
• Hard-block on rm -rf
• Slack notification on Stop
Event fires → Matcher checks → Command runs
Quality enforced at the infrastructure level. Not the prompt level.

Layer 4 — Subagents → The Delegation Layer
Each subagent gets its own context window, model, tools, and permissions.
Main agent delegates down. Receives results up. That's it.
No infinite recursion — subagents can't spawn subagents. Main context stays clean. Hard boundaries by design.

Layer 5 — Plugins → The Distribution Layer
Bundle your skills + agents + hooks + commands into a plugin. One install. Whole team inherits the behavior.
Think npm packages — but for what your agent knows how to do.

Wrapping everything:
→ MCP Servers on the left (GitHub, databases, APIs, custom integrations)
→ Agent Teams on the right (parallel execution, message passing, shared permissions)

The 5-layer stack in one line:
CLAUDE.md sets rules → Skills provide expertise → Hooks enforce quality → Subagents delegate work → Plugins distribute to the team
Most production failures in agentic systems trace back to one missing layer.

Which one is the gap in your current setup?

[D Anderson @DocDennyMN]

@SoulzBTC .@SoulzBTC TRADING

[D Anderson @DocDennyMN]

@SoulzBTC TRADING

[CryptoSoulz @SoulzBTC]

Claude Trading Folder

I’ve compressed the best trading prompts into one PDF

Get it for FREE:

• Like + Repost + Comment “TRADING”
• Follow me so I can DM you

[D Anderson @DocDennyMN]

You are growing younger each day! 😉😊

[Brian Sherrod @briansherrodtv]

Can you believe I graduated from college ten years ago today! Where in the world did the time go? 👨🏾‍🎓

[Kanika @KanikaBK]

Enjoyed this content?

Follow @KanikaBK for more such updates.

I love sharing insights & practical actionable tips to master new age AI trends, tools, AI agents & passive income hacks.

[D Anderson @DocDennyMN]

@primemans .@threadreaderapp please unroll

[Prime AI @primemans]

Claude just leveled up research in a big way.

Turn piles of academic papers into clear, structured insights in minutes.

No overwhelm. Just straight clarity.

Here are 9 prompts to make it easy 👇
Save this 🔖