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Most AI projects fail.
Not because the tech isn't ready. Not because the models are weak.
They fail for human reasons: vague goals, unstructured data, zero evaluation.
Here are the 5 structural mistakes killing AI agents (and how to fix them): https://t.co/RWxulzFuox
#ai#llm
Most teams think their AI agent is underperforming because it lacks data.
They pile up documents, stuffed context, and the answers get worse.
Your model doesn’t need more data. It needs proper onboarding.
Here’s why structure beats volume:
https://t.co/Goy67ah9NQ
how to get web3 jobs
+ secrets to actually land them fast
step 1: I realized many people don’t know where to find web3 jobs, so I complied a list
- crypto careers - https://t.co/MPmFjsQvXs
- web3 career - https://t.co/qbWeba5CI8
- crypto currency jobs - https://t.co/MsVBAGRgG8
- crypto jobs list - https://t.co/9mjeSxdAAz
- be in crypto - https://t.co/sCfopWQ8AF
- job stash - https://t.co/WUk2KqfrTn
- remote 3 - https://t.co/4nqGeHILJm
- midnight careers - https://t.co/cIBohReQfw
- dragonfly jobs - https://t.co/tFelSw5ZGV
- block careers - https://t.co/yULnvmhMug
- solana jobs - https://t.co/PwH6NETFg1
- avax jobs - https://t.co/jd6flx6UA5
- ethereum jobs - https://t.co/5tmlpe1d4H
contests/bounty sites -
- super team - https://t.co/7ETtwTBMfk…
- scribble dao - https://t.co/H8cwysUV0i…
- wizz hq - https://t.co/aXAUUfytBp
- first dollar - https://t.co/7lH0SXSYID
- rova - https://t.co/qDwYfhTPZf…
there are other sites, you just need to search
now let’s talk about how to actually get the job fast
having the right skill set and knowing where to apply is one part of the puzzle but getting the gig is another
step 2: practical steps to get a web3 job (secret)
-> cold DMs: this is the art of sending your proposal directly to your potential employer
when you find companies that are hiring, don’t stop at applying through the job boards
this is why many people never land a job, because they get many applications each day and sometimes really on bots to filter
-> Do this: search for the project on X, identify their teams members, follow them, join their discord (if any), start pitching yourself strategically
identify their problem and propose a solution you can provide
make it short, don’t write a wall of text, writing some catchy first few lines will ensure your dm doesn’t get ignored
your cold DMs should be focused on getting their attention to respond, you can do this by letting them know you understand what they need
points out the problem > then propose a solution
always aim for brief, short and concise writing
keep it as short as 3 paragraphs, this is the magic number that has proven to work best for me
step 3: POW - proof of work
build a professional resume for yourself, this will help you stand out and showcase your skills
use Canva or Claude to generate a good looking resume
convert your resume to a portfolio website using AI and add the link on your bio to make it easy for potential employers
your X profile is also your biggest POW, share what you’re doing, your work, clients testimonials, add them to your highlight
be your biggest shiller - close mouths don’t get feed
step 4: Mindset
landing a web3 job is a numbers game, the more you apply, the higher your chances of success
do quite after applying for a short period, some people takes days before checking their DMs
if you want to get results, you must be persistent, remember you’re not the only one
if you send only 10 cold DMs a day
x7 (one week) = 70
x30 (one month) = 300
it will be close to impossible to apply to 300 just and not receive feedbacks
good luck
3 best startup programs still accepting applications.
1 | @speedrun
One of the top founder programs in SF.
- $1M funding + $5M in credits
- support with sales, marketing, hiring and fundraising
- access to a16z network, partners, and events
Apply before: May 17
2 | @incubator
Top accelerator for builders on Solana.
- 3-month in-person program in NY
- support across dev, GTM, fundraising, brand and networking
- fundraising workshops
Apply before: June 5
3 | @Techstars
Global accelerator with 30+ verticals.
- up to $220K investment
- world-class mentorship
- investor network access
- fundraising support
Apply before: June 10
> How to increase your chances (pitch tips)
- Record a Loom video instead of slides
- Keep it under 2 minutes
- Structure: problem → solution → demo → team
- Less text, more visuals
- Show the product working
- Hook the problem in the first 10 seconds
- Don’t sound monotone, show energy instead
- Add something memorable (line, joke, moment)
- Avoid generic AI buzzwords
- English not perfect? Your 2-minute pitch still should be
Application links for each program are in comments.
Which one would you love to get into?
Want to build on @solana? Here's how to get started 🥳
- Win a hackathon at @colosseum (past winners raised $650M+)
- Apply to @a16zcrypto CSX ($500k via SAFE)
- Join @alliance accelerator ($500k, ~7%)
- Get into @incubator by @solanalabs (3 months in NYC)
- Apply for a @SolanaFndn grant (~$40k avg)
- Grab a @superteam Instagrant (up to $10k, fast)
- Tap into @Kalshi Builder Grants ($2M pool)
- Ship a mobile app for @solanamobile dApp Store
- Get a @Circle developer grant for stablecoin projects
- Join the next @OnePieceLabs Solana bootcamp
- Build with @chainlink on Solana (up to $100k incentives)
- Launch using a token on @pumpfun, @MeteoraAG, @bonkfun or @BagsApp
- Raise a community round on @MetaDAOProject or @LaunchOnSoar
- Learn to be a dev in 20 hrs with @SolanaFndn Developer Bootcamp
- Go through @solanaturbine dev incubator
- Ship AI agents with @sendaifun Solana Agent Kit
- Find co-founders at @superteam chapters worldwide
- Earn bounties on Superteam Earn (https://t.co/L2Cc9w8HCW)
- Apply for a @MetaplexFndn grant
- Get a @wormhole xGrant for cross-chain projects
- Network at Solana Breakpoint and Accelerate (@SolanaEvents)
- Bootstrap distribution via @superteam creator database
- Enter @colosseum Eternal anytime ($250k pre-seed)
- Join @MonkeFoundry for community-backed funding (up to $10k)
- Hire great talent: https://t.co/oLmz8PANo5
- Start building: https://t.co/L0MzmHCD6n
Your radio-controlled watch just got smarter.
Atomic Sync emulates atomic time signals — no tower reception needed. Sync your Casio G-Shock, Citizen & more in minutes.
https://t.co/5iuDG5TY1O
https://t.co/4ijQNavEtB
#GShock#CitizenWatch#TimeSync#android#ios#buildinpublic
Build your own crypto empire without the rug pulls.
DeFi Tycoon is out! Manage a portfolio, master yield farming, and scale your operations in this Web3 simulator.
Check it out: https://t.co/zYD98OCpn6
https://t.co/hAm4OnLPcU
#Solana#DeFi#Web3Gaming#Crypto@solanamobile
How to win Frontier: lessons from a 2x hackathon winner
While building @NOMADZxyz, we lost 3 hackathons in a row before finally winning @solanamobile.
Here’s what I wish I knew before stepping into the Colosseum arena.
FOUNDATION
> Your project needs to do 1 of 2 things:
→ solve a problem no one else is solving
→ or solve it better than everyone else
> Target a specific audience
→ If it’s for everyone, it’s for no one
> Have a working MVP
→ Ideas don’t win hackathons, products do!
> Clearly show how you solve the problem
→ Not just the idea, but the actual implementation
DECK
> Record a Loom video, not just slides.
→ Judges remember people, not PDFs.
> Keep it under 2 minutes
→ If you can’t explain it simply, you don’t understand it well enough
> Structure:
Problem → Solution → Demo → Team
> Less text, more clarity
→ Slides support you, they don’t replace you
> Show the product working
→ A real demo beats any screenshot.
> The first 10 seconds matter most
→ Hook them with the problem immediately
TEAM
> Show why each person in the team matters
→ Not just who they are, but why they’re relevant
> Link real work
→ GitHub, shipped products, portfolios, etc...
→ If someone built something people actually use - highlight it
DURING THE HACKATHON
> Ship early → polish later
→ Getting a working version early gives you time to improve it
> Document and post everything
→ Progress builds credibility
> Test your links before submitting
→ Broken demo = lost
AFTER
→ Keep building
→ Keep posting on X
→ Keep searching for more opportunities
→ Never give up!
The most important thing to remember is that it’s a competition between early-stage startups, so you don’t have to be perfect to win.
Drop your 1-line pitch + X in comments, would love to see what you’re building.
Let’s break it down.
854 apps on Seeker, including 👇
• 311 Games
• 208 DeFi & Trading
• 90 Lifestyle
• 60 Social & Identity
• 41 AI & Agents
118,340+ Seeker phones activated.
Time to build on Seeker 📲
@metaplex@colosseum App in which you can build sophisticated and flexible automated strategies between different protocols.
Private keys never leaves users device, app get permissions to automate only predefined steps without possibility to move funds somewhere else except them or user wallet.