π€ AI & Agents
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Fishmarketacad (@FishMarketAcad)
π Jun 22, 2025 Β· β€οΈ 66 Β· π 6,065
Hot take: The more i vibe code, the more disappointed I get by AI's lack of problem solving common sense.
Basically if you're inexperienced, read widely and understand fundamentals so you can guide it better. AI is lacking in common sense solutions, for now.
For now, when prompting, remember to ask it to read cursor rules and here are some cursor rules which helped me involving a project which had a database. I made a new chat with this rule and it gave a simple solution instead of suggesting a complex fix.
Feel free to edit and it may not work for you.
Cursor Rules:
BEFORE ANY SOLUTION - MANDATORY DATA INVENTORY
YOU MUST FIRST:
1. List ALL existing data structures/tables/collections in the system
2. For each data structure, write what data it contains
3. Ask: "What data do I already have that relates to this problem?"
4. Ask: "Can I solve this by combining/querying existing data differently?"
5. If database exists and problem is about duplicates/persistence: "Should I track this in the database?"
ONLY AFTER completing the data inventory can you propose solutions.
π¨ MANDATORY SIMPLICITY-FIRST APPROACH π¨
STOP - REQUIRED FORMAT BEFORE ANY SOLUTION
Before writing ANYTHING, you MUST answer these 4 questions in this exact format:
- EXISTING DATA CHECK: "Can I solve this by querying what's already in their system?"
- 5-MINUTE FIX: "If I had 5 minutes to fix this, I would..."
- DUMBEST SOLUTION: "The most boring/obvious approach is..."
- BASIC OPERATION: "This is just a simple [database query/if statement/function call]"
PATTERN RECOGNITION: COMMON SIMPLE SOLUTIONS
User says: "Multiple X are happening"
IF DATABASE EXISTS: Check if X already happened in database, if yes, skip it
IF NO DATABASE: Check if X already happened in memory, if yes, skip it
DON'T think: Complex deduplication algorithms, time windows
User says: "I want to filter/categorize"
IMMEDIATELY think: Add simple if/else check or database flag
DON'T think: AI systems, complex categorization engines
User says: "This happens too often"
IMMEDIATELY think: Add simple frequency check or database timestamp
DON'T think: Rate limiting systems, complex scheduling
User says: "I need to track Y"
IF DATABASE EXISTS: Store Y in database with timestamp
IF NO DATABASE: Store Y in memory/file
DON'T think: Complex tracking systems, analytics frameworks
π¨ RED FLAGS - STOP IMMEDIATELY IF YOU'RE THINKING:
- β "System design" / "Architecture" / "Framework"
- β "Multiple phases" / "Complex workflows"
- β "Complex algorithms" / "State machines" / "Analytics frameworks"
- β "In-memory solutions when database exists for persistence problems"
β GREEN FLAGS - DEFAULT TO THESE:
- β "Query existing database" / "Check if already exists"
- β "Add simple database table/collection for tracking"
- β "Store this value" / "Skip if already done"
- β "Simple timestamp check" / "Basic flag/field"
CRITICAL: THIS RULE OVERRIDES ALL OTHER INSTINCTS
YOUR DEFAULT MINDSET:
"What's the most boring, obvious, straightforward way to solve this using what already exists?"
PRODUCTION SYSTEM REALITY:
- User wants minimal risk, maximum benefit
- Simple solutions are easier to debug and maintain
- Perfect is the enemy of good
- 5-minute fixes beat 5-hour architecture changes
- If database exists, use it for persistence problems (it's the simple solution)
DUPLICATE/PERSISTENCE PROBLEMS + DATABASE EXISTS = USE DATABASE
- Multiple notifications/processing = Add tracking table
- "Same thing happening multiple times" = Database deduplication
- Any persistence needed = Database, not memory
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PaweΕ Huryn (@PawelHuryn)
π May 4, 2025 Β· β€οΈ 2,394 Β· π 327,809
I see abstract AI agent architectures everywhere.
But no one explains how to build them in practice.
Here's a practical guide to doing it with n8n: 𧡠https://t.co/b18DtBLq39
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Alex Albert (@alexalbert__)
π Apr 21, 2025 Β· β€οΈ 4,928 Β· π 622,396
We wrote up what we've learned about using Claude Code internally at Anthropic.
Here are the most effective patterns we've found (many apply to coding with LLMs generally): https://t.co/5SOqS019ny
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andrew chen (@andrewchen)
π Apr 21, 2025 Β· β€οΈ 1,392 Β· π 286,257
my current ChatGPT custom prompt -- curious what others are using/doing? Have been slowly iterating over time...
--
At the start of a response, create a summary table at the beginning, if appropriate and helpful to answer the question
Always provide the pros and cons of something if you can. Be critical.
Add links throughout the answer for jargon and concepts that start new chats
Provide a maximally detailed answer with multiple levels of depth. Use maximum tokens
Use detailed examples, facts and figures
Be comprehensive and detailed by using bulleted answers
After a response, provide 5 follow-up questions. Format in bold as Q1, Q2, and Q3 and put in a bulleted list
Suggest solutions that I didnβt think aboutβbe proactive and anticipate my needs
Be opinionated rather than neutral when appropriate
Treat me as an expert in all subject matter
Value good arguments over authorities, the source is irrelevant
Consider new technologies and contrarian ideas, not just the conventional wisdom
You may use high levels of speculation or prediction, just flag it for me
Recommend only the highest-quality, meticulously designed products like Apple or the Japanese would makeβI only want the best
No moral lectures
Discuss safety only when it's crucial and non-obvious
If your content policy is an issue, provide the closest acceptable response and explain the content policy issue
Link directly to products, not company pages
No need to mention your knowledge cutoff
No need to disclose you're an AI
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Aadit Sheth (@aaditsh)
π Apr 12, 2025 Β· β€οΈ 4,114 Β· π 296,448
This guy literally breaks down every AI coding rule in under 15 minutes. Save this.
https://t.co/AGidX7qdx4
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Dwarkesh Patel (@dwarkesh_sp)
π Feb 19, 2025 Β· β€οΈ 6,191 Β· π 2,262,464
.@satyanadella on:
-
why he doesnβt believe in AGI but does believe in 10% economic growth
-
Microsoftβs new topological qubit breakthrough and gaming world models
-
whether Office commoditizes LLMs or the other way around
Links below. Enjoy!
Timestamps
0:00:00 - Intro
0:05:48 - AI won't be winner-take-all
0:16:02 - World economy growing by 10%
0:22:23 - Decreasing price of intelligence
0:31:03 - Microsoft's Quantum breakthrough
0:43:35 - Microsoft's gaming world model
0:50:35 - Legal barriers to AI
0:56:30 - Getting AGI safety right
1:05:43 - 34 years at Microsoft
1:11:31 - Does Satya Nadella believe in AGI?
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Adam Silverman (Hiring!) ποΈ (@adamsilverman)
π Jan 3, 2025 Β· β€οΈ 1,293 Β· π 200,164
Here is everything that happened in AI Agents this week π§΅
(save for later) https://t.co/JBVYke3Cin
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David Tso (dave.base.eth) (@davidtsocy)
π Nov 26, 2024 Β· β€οΈ 1,396 Β· π 249,667
If youβre coming from Solana to @base for the first time, here are 10 cool apps to try, 10 ways to earn onchain, 10 communities to join, and 10 articles to read:
10 Cool Apps to Try
- @Drakulaapp: viral videos meet viral coins
- @moshicamera: customizable polaroids
- @rodeodotclub: experimental artworks
- @zora: post for fun earn for real
- @warpcast_: programmable social network
- @blackbird: IRL restaurant passes
- @OnboardGlobal: universal financial platform
- @AerodromeFi: trading and liquidity marketplace
- @frenpetonbase: casual and idle game
- @BLOCKLORDS: action and strategy game
10 Ways to Earn Onchain
- https://t.co/dbZohhHJe5: building
- @TokemakXYZ: ETH yield
- @pendle_fi: BTC yield
- @MorphoLabs, @aave: lending
- @SeamlessFi, @DefinitiveFi: looping
- @arcadia, @ExtraFi_io: leveraged LPing
- @harvest_finance x @MoonwellDeFi, @torosfinance x @synthetix: auto-compounding yield
- @interfacedapp, @frenslol: copy trading
- @virtuals_io, @_proxystudio: AI launchpad
- @wow, @apedotstore: token launchpad
10 Communities to Join
- https://t.co/bfhuMXsHff: Base Discord
- @tybasegod: Disciples of B
- @callusfbi: global founders
- @compassdotfun: consumer builders
- @latenightonbase: podcasts and spaces
- @FWBtweets: creatives and builders
- @basedandyellow: creators
- @paragraph_xyz: writers
- @cooprecsmusic: artists
- @podsdotmedia: podcasters
10 Articles to Read
- Baseβs strategy by @jessepollak: https://t.co/RtyUJwdUz2
- How to be based by @jessepollak: https://t.co/EaopYjiYAm
- Everyone is a builder by @jessepollak: https://t.co/woimUK3DAh
- Baseβs 2024 mission, strategy, and roadmap: https://t.co/l2rjGxIeDi
- The genesis of Base: https://t.co/7T0Du9pYlN
- Based memes: https://t.co/C5kS42dIPL
- Whatβs happening at Coinbase by @AlanaDLevin: https://t.co/tRWaU9aUzZ
- The Read Write Own manifesto by @cdixon: https://t.co/lgHejFZIES
- Onchain by @js_horne: https://t.co/8Iyef5TarU
- Making Ethereum alignment legible by @VitalikButerin: https://t.co/Bxmaybkbxq
Welcome to the global onchain economy that increases innovation, creativity, and freedom π΅
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RAVI KUMAR SAHU (@RAVIKUMARSAHU78)
π Oct 15, 2024 Β· β€οΈ 4,947 Β· π 888,132
ChatGPT Prompts to finish your hours of work in seconds: only Copy and Paste these prompts! https://t.co/lugGcthMCV
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Reads with Ravi (@readswithravi)
π Aug 9, 2024 Β· β€οΈ 1,081 Β· π 160,063
Sam Altman is the CEO of OpenAI, former president of Y Combinator.
He has recommended several books over the years which cover a wide range of topics including entrepreneurship, technology, psychology, history, and philosophy.
15 books recommended by @sama π§΅
1) Read Write Own by Chris Dixon
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Andrew Yeung (@andruyeung)
π Jul 22, 2024 Β· β€οΈ 2,776 Β· π 708,581
All the startup accelerators you can apply for:
- PearX ($250k-$2m)
- Accel Atoms ($500k)
- Antler ($200k for 8%)
- Soma Capital ($100k)
- Sequoia Arc (Variable)
- a16z Speedrun ($750k)
- LAUNCH ($125k for 7%)
- OpenAI Converge ($1m)
- Techstars ($20k for 6%)
- Alchemist ($25k for 5%)
- NEO ($600k Uncapped)
- AngelPad ($120k for 7%)
- The Mint ($500k for 10%)
- AI2 Incubator ($50-$150k)
- HF0 ($125k for 7% + $375k)
- AI Grant ($250k Uncapped)
- Betaworks AI Camp ($500k)
- 500 Startups ($112.5k for 6%)
- Entrepreneur First ($125k for 8%)
- Y Combinator ($125k for 7% + $375k)
- Conviction Embed ($150k Uncapped)
- Founders Fellowship ($150k for 5-10%)
- SPC Fellowship ($400k for 7% + $600k)
(More info below)
Who am I missing?
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George from πΉprodmgmt.world (@nurijanian)
π Jun 30, 2024 Β· β€οΈ 3,752 Β· π 844,176
Startup Playbook by Sam Altman (first published a month before the founding of OpenAI in 2015)
Out of all the parts, great execution is my favorite (and is also the hardest) https://t.co/8z8qAeDxTb
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Elon Musk (@elonmusk)
π Jun 15, 2024 Β· β€οΈ 103,398 Β· π 37,782,543
Wise words from a recent interview with @geoffreyhinton, one of the smartest people in the world regarding AI
https://t.co/11A7fJpLcs
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Elad Verbin (@verbine)
π Mar 22, 2024 Β· β€οΈ 19 Β· π 1,933
I'll be speaking in Dappcon Berlin on 21/5 about the upcoming Ethereum-powered AI apocalypse
Here are the slides of the previous version of this talk, given last year at Zuzalu
https://t.co/0ezHLbgfYa
And here's a low-quality recording:
https://t.co/PA1xanjoWg
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Lex Fridman (@lexfridman)
π Jun 3, 2021 Β· β€οΈ 19,354
Here's my conversation with @VitalikButerin, his second time on the podcast. We talk about @Ethereum, @Bitcoin, @Dogecoin, @elonmusk, @ShibainuCoin, @IOHK_Charles, @Cardano, @Chainlink, @0xPolygon, life, immortality, AI, and even speak Russian at the end. https://t.co/Y3cjGuctvM https://t.co/Pu7uwwF6X4
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Shalini Singh (@shalinisparmar)
π Jul 11, 2020 Β· β€οΈ 1,593
Why TikTok made its user so obsessive?
The AI Algorithm that got India hooked.
A thread
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