ETHToronto is officially back for 2026 ๐ฉโ๐ป
Join the developer community in Toronto for focused sessions, conversations, and real networking.
Part of Futurist Conference.
Sign up here: https://t.co/WUH1wcZl98
Instead of watching an hour of Netflix, watch this 2 hour hour Stanford lecture will teach you more about how LLMs like ChatGPT and Claude are built than most people working at top AI companies learn in their entire careers.
Weโre coming back Toronto ๐๐จ๐ฆ
โฉ July 21โ22, 2026
Canadaโs largest Web3 event returns for its 9th year, back home at Rebel & Cabana Pool Bar ๐ก๐๏ธ
โจTickets & sponsorships are now open โจ
๐ซถ See you in the future ๐ซถ
https://t.co/92hCAhKNBw
Celebrating all amazing women and allies ๐๐ผ We are shaping the future with Web3, one where collaboration beats conflict and technology serves humanity. ๐ฏโโ๏ธ๐ฏโโ๏ธโฎ๏ธ๐ฑ๐
@heyrimsha Context degradation is the silent killer no one talks about at scale. The fact they open-sourced this instead of keeping it internal says a lot about where Anthropic wants the ecosystem to go. The memory architecture section alone is worth the read.
BREAKING: Anthropic just open-sourced their entire playbook for building production AI agents.
It's called Agent Skills for Context Engineering and it's what their engineers actually use.
- Context fundamentals & degradation patterns
- Multi-agent architectures
- Memory systems design
- Tool design principles
- Evaluation frameworks
MIT licensed. 100% Opensource.
Zircuit Finance is now live.
Institutional-grade yield. Transparent structure. Security-first design.
Targeting 8โ11% APR with no deposit minimums and 0% management fee.
Anthropic Academy just dropped FREE AI courses that could replace a $10,000 degree.
$0. No catch. No gatekeeping.
Here are 6 AI courses that could separate you from everyone else in 2026:
Cross-chain privacy should be normal, not rare.
@lisaisloud highlighted @SilentSwap as a powerful way to move funds chain to chain, even with Bitcoin support, without broadcasting your trail to the world.
Private movement, practical utility, built on Secret Network.
๐ The OWASP Smart Contract Top 10 team announces the 2026 OWASP Smart Contract Top 10. New research highlights the most critical smart contract risks, helping Web3 developers and security teams stay ahead of evolving threats. https://t.co/oZ6xw0wf2m
#OWASP#SmartContracts #Web3 #OpenSource
how to actually "build something people want"
YC says it, everyone repeats it, but nobody tells you HOW.
here's the exact playbook:
1/ for B2B startup ideas โ G2 and Capterra reviews
go to any popular B2B tool's review page.
filter by 1-2 star reviews.
ctrl+f for: "doesn't have", "wish it could", "missing", "can't"
example patterns i've found:
- "great tool but doesn't integrate with X" โ build the integration layer
- "too complex for small teams" โ build the simple version
- "costs $500/month for one feature we need" โ unbundle that feature
a find from yesterday:
37 reviews complaining that a major CRM doesn't have WhatsApp integration.
that's a $10k/month opportunity right there.
2/ for B2C services โ Reddit complaints
search reddit for: "[topic] + frustrating", "hate when", "wish someone would"
goldmines:
- r/mildlyinfuriating (daily pain points)
- r/entrepreneur (business problems)
- niche hobby subreddits (passionate users = paying users)
actual examples that became businesses:
- "hate calling restaurants to check wait times" โ nowait (sold for $40M)
- "frustrated with splitting bills" โ venmo
- "annoying to schedule meetings" โ calendly
pro tip: sort by comments, not upvotes.
high comments = heated debate = real problem.
3/ for automation opportunities โ Upwork job posts
people are literally paying others to do repetitive tasks.
search upwork for: "weekly", "monthly", "ongoing", "repeat"
patterns to spot:
- "need someone to format podcasts weekly" โ auto-editing tool
- "looking for VA to schedule social posts" โ scheduling automation
- "data entry from PDF to spreadsheet" โ extraction tool
if 100+ people are paying $20/hour for it, they'll pay $50/month to automate it.
4/ for B2C mobile apps โ App Store reviews
this is the holy grail for app ideas.
go to top apps in any category.
read the 1-star reviews.
look for the same complaint 20+ times.
what you'll find:
- "wish there was a feature for X" โ build it
- "love this app but hate the ads" โ paid version opportunity
- "perfect except no offline mode" โ your differentiator
- "was great until they removed X feature" โ bring it back
real example:
meditation app with 500+ reviews saying "no offline mode"
someone launched similar at $4/month โ $50k MRR in 6 months
5/ the validation formula
complaints + frequency + willing to pay = validated idea
how to check:
- 30+ people with same complaint = real problem
- they're already paying for alternative = willing to pay
- existing solution has obvious flaw = opportunity
6/ turning user complaints into products
DON'T: build exactly what they ask for
DO: solve the underlying problem better
example:
complaint: "Notion is too complex"
bad solution: simpler Notion clone
good solution: focused tool for their specific use case
7/ speed is everything
when you find a pattern of complaints, move fast.
others are seeing the same data.
week 1: validate with 10 potential customers
week 2: build MVP
week 3: launch to the complainers
week 4: iterate based on feedback
remember:
every complaint is someone saying "i would pay for this to not suck"
every negative review is a product feature written by your future customer
every "i wish" is an invoice waiting to be sent
stop brainstorming by doomscrolling and start reading what people hate.
the internet is literally telling you what to build.
you just have to listen.
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If I haven't shilled you Privacy & Security Day at the Womxn in Web3 Hub yet โ sorry.
Allow me to shill it to you now! As you know, privacy is sexy rn, but it's always been vital for safety & security.
All sessions are interactive, designed to build your confidence. Lfg ๐
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Office variation: she shares idea,guy repeats it,another credits him. Interaction is male2male,visually excluding her.
Fixes: women amplify women,men ally up,name the true source.
Itโs not personal but systemic. Step up,lift up,bring women in, teach men to extend their privilege.
Happens to me ALL the time in blockchain: Iโm in a circle of guys, another guy joins, greets every other guy except me, like Iโm invisible.
So I decided my new move is to step right in, cut the convo and go: Hi, Iโm Sofia and Iโm also here ๐