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频道帖子
| 2 | A single /goal made his internet faster.
The prompt was simple:
"Make my network faster. Done means before/after speed tests, latency checks, DNS timing, packet loss, MTU, and a summary of what changed."
Codex turned that into a machine audit:
https://x.com/alphabatcher/status/2057986688035536925 | 1 669 |
| 3 | 1,247 GitHub stars does not make an AI tool safe to run.
Before installing a random Claude Code tool, MCP server, Cursor plugin, or agent repo, spend 5 minutes here:
https://x.com/alphabatcher/status/2055725622165745976 | 1 926 |
| 4 | Moni is one of the few crypto communities where the receipts are visible.
April report had:
> 70+ tokens brought
> 35+ alpha reports
> 150 early projects spotted
> 5+ airdrop guides
> 10+ market team thoughts
Lifetime access closes at $469 TODAY.
After that it’s Alpha plan or NFT only.
Grab your spot until it's gone: https://discord.gg/BD6FKBhbaH | 1 832 |
| 5 | Opus 4.7 just changed how we talk to AI and most people are about to pay a massive ambiguity tax
> Every vague prompt is now directly priced into your token spend
> Anthropic removed the temperature and top_p knobs to enforce absolute precision
> Adaptive thinking means the model spends more reasoning tokens if your intent is fuzzy
> Task budgets will cut off your agent mid-loop if you don't define success criteria
The era of throwing a lazy prompt at an agent and praying is officially over
You either describe your logic with absolute rigor or you watch your budget burn for zero results
Details: https://x.com/the_smart_ape/status/2045070676063649908 | 0 |
| 6 | Full-cycle guide to start your own AI Agency (From $0 To $10K/mo)
x.com/i/status/2043579325287735518
It took me hours to write this banger, enjoy reading 🙂
your likes and reposts are appreciated ☺️ | 0 |
| 7 | Starter setup for building a TikTok AI character channel:
> Claude - writes every script, hook, ragebait, and Kling prompts
> Nano Banana Pro - generate static character images per scene
> Kling 3.0 - animate static images into 5-second clips
> ElevenLabs v3 - voiceover per scene, diamond gym energy
> CapCut - sync audio, hook cuts, effects, export 9:16
> TokScript - download transcripts from viral videos to train Claude
> iProyal - ISP proxy for US-targeted account setup
> Shadowrocket - proxy routing on iPhone ($3)
> AffiliateNetwork - $1-3 per 1,000 views from brand campaigns
> IPQualityScore - verify your IP is clean before creating account
The full system character design Claude training Kling prompts and monetization setup is in the article below 👇
x.com/sammgrowth/status/2042642443363889501 | 0 |
| 8 | 7 Claude features that are already in your plan
1. Projects
custom instructions + context that stay permanently Claude knows who you are before you type a word
2. Extended Thinking
a toggle that makes Claude actually reason before answering noticeably better output for anything complex
3. Code Execution
Claude doesn't just write code, it runs it drop a CSV, get charts and analysis right in the chat
4. Artifacts
Claude builds interactive tools, calculators, apps live preview in the sidebar, shareable link included
5. Memory
turned off by default enable it in Settings → Memory and Claude remembers your preferences across every session
6. File Uploads
PDFs, spreadsheets, decks, contracts just upload, don't copy-paste ever again
7. Vision
paste any screenshot or image directly Claude reads it, analyzes it, works with it
all of this is already in your plan. you just have to turn it on | 0 |
| 9 | 🚨Why Claude Cowork changes everything about delegation
> you hand it a task it builds a plan, executes it, delivers finished work
> if you do the same task more than once a week, you should be automating it
> skills turn your workflows into single commands build once, call forever with a slash command
> plugins chain multiple skills and connectors together to automate an entire role
> scheduled tasks fire automatically on a timer no input, no supervision required
> dispatch mode lets you trigger work on your desktop from your phone while you're away
> one input, three outputs, zero manual work
stop asking it questions. start giving it work
full course on Claude CoWork👇
https://x.com/hooeem/status/2039723470691451072 | 0 |
| 10 | Today I'm slashing Trust Wallet
Trust heavily shilled TWT near the highs, promised token value through its Sept 2025 roadmap, then delivered basically nothing
Since Nov 2025, not a single real project. Then came another Trust Wallet extension exploit in Dec 2025, which led to user losses of over $8M
Now TWT is down almost 30% in 2 days while the broader market is moving sideways, and the new CEO stays completely silent. No roadmap updates, no explanation, no accountability
And after all that, they quietly removed TWT from their X banner and bio
As someone who supported the project, believed in it, and invested in it, I was left alone with questions, just like the rest of the community
If you, like me, think this is unacceptable, vote “Slash” :
https://app.ethos.network/activity/slash/418/they-shilled-the-token-and-failed-to-deliver-on-the-roadmap | 0 |
| 11 | Best GitHub repos for AI Agents:
1. Free AI Agents Resources
https://github.com/avinash201199/free-ai-agents-resources
2. AutoGen by Microsoft Research
https://github.com/microsoft/autogen
3. AgentGPT
https://github.com/reworkd/AgentGPT
4. Awesome LLM Agent Frameworks
https://github.com/kaushikb11/awesome-llm-agents
5. AutoGPT: Build, Deploy, and Run AI Agents
https://github.com/Significant-Gravitas/AutoGPT
6. AI Agents for Beginners - A Course
https://github.com/microsoft/ai-agents-for-beginners
7. Build AI Agents, Visually
https://github.com/FlowiseAI/Flowise | 0 |
| 12 | 🚨 Cursor just dropped Composer 2, it changes vibe coding
Now it plans, builds, and ships across hundreds of steps, on its own
What's actually possible now:
- Describe a feature in plain English: get working code across multiple files
- Hand it a broken codebase: it reads the whole project and proposes fixes
- Run a full API integration or migration: Composer plans the steps and executes them autonomously
- Refactor legacy code: it holds context across the entire repo
- Prototype an idea from scratch: architecture, logic, boilerplate - done
- Hit a bug at 2am: it doesn't just find it, it traces the root cause and fixes it end-to-end
The benchmark jump is real: +39% over Composer 1.5
The price is even better: $0.50/M input. $2.50/M output
That's frontier-level intelligence at a fraction of what GPT-4 or Claude cost
It's building its own model and it's coming for the whole stack👇
x.com/cursor_ai/status/2034668943676244133 | 0 |
| 13 | 5 ways you can use AI to solve key business needs (automation guide)
I talked to dozens of small business owners over the past year
Most of them were losing 15-20 hours a week to tasks that could run on autopilot
Not because of bad strategy. because of repetitive tasks no one ever automated
Here are 5 real business problems AI solves right now 👇
1. Losing leads because you respond too slow
the average business responds to a new inquiry in 2-3 hours
but studies show that if you don't respond within 5 minutes, your chances of closing drop by 80%
the fix:
- AI responds to every new inquiry instantly, 24/7
- qualifies the lead with 2-3 questions
- books a call or sends an offer automatically
- logs everything into your CRM without anyone touching it
tools: Manychat, Tidio, n8n + your CRM of choice
2. Team wastes hours answering the same questions
the average support agent spends 4-5 hours a day answering questions that never change
that's more than half the workday gone on copy-paste replies
"what's the price", "how does it work", "what's the timeline", "do you have X"
the fix:
- AI handles all repetitive questions instantly
- complex or sensitive cases get escalated to a human with full context already attached
- customer gets an answer in seconds, not hours
- team focuses only on conversations that actually need them
tools: Intercom, Tidio, custom GPT connected to your docs
3. Data lives in five different places and nobody looks at it
most small businesses collect data, but almost nobody actually uses it
decisions get made on gut feeling because the numbers are never ready in time
because pulling it together takes so long that by the time the report is ready, it's already outdated
the fix:
- connect all your tools once (CRM, ads, sales, ops)
- AI pulls the data automatically on a schedule
- you get a clean summary delivered to your Slack or email every Monday morning
- no spreadsheets, no manual work, no outdated numbers
tools: n8n or Make + Airtable + your data sources
4. Onboarding is inconsistent and nobody notices until it's too late
the first 7 days after someone buys or joins your team are the most important
but in most companies, no one actually checks whether the person received everything they needed
the fix:
- new client or employee triggers an automatic sequence
- day 1: welcome + what to expect
- day 3: useful resource or check-in
- day 7: quick feedback question
- all of it runs without anyone managing it
tools: n8n or Make + ActiveCampaign or MailerLite + Notion or Google Docs (for resource delivery)
5. Content either doesn't happen or happens in chaos
businesses that post consistently get 3x more inbound leads than those that don't
but most small businesses either don't post at all or post randomly when someone finds 20 minutes between meetings
the fix:
- you prepare content once a week
- AI generates post variations for each platform
- you pick one, make small edits, approve
- everything goes out on schedule automatically
tools: Make or n8n + Claude or ChatGPT + Buffer or Publer
CONCLUSION:
Most small businesses already have the problems listed above
They just don't know they can be solved without hiring more people
Pick one problem from this list. Build one solution. Deliver one result
That's how you start. That's also how you scale
The demand is real. The tools are accessible. The businesses that move first will have a serious edge over everyone still doing it manually | 0 |
| 14 | How do people make cinematic AI videos with 1M+ views???
Charliebcurran made $26k in 14 days from X monetization
cinematic AI clips. millions of views
here's exactly how to recreate it:
the model: Seedance 2.0. Where to find it: sjinn ai
Step by step:
> Go to Tool model → Video
> Select Mode → Seedance 2.0 Video
> Upload your image
> Write a cinematic prompt
> Done
one catch: requires Pro subscription minimum
the barrier to "viral video creator" is now just a good prompt and $30/mo | 0 |
现已上线!2025 年 Telegram 研究 — 年度关键洞察 
