๐š๐š˜๐šž๐š‹๐š (@doubtweb3) header
๐š๐š˜๐šž๐š‹๐š (@doubtweb3) profile picture

doubt what sounds certain, follow what holds up. trader | analyst | edge seeker

Crypto Realm
Joined January 2025
Photo by ๐š๐š˜๐šž๐š‹๐š (@doubtweb3)Photo by ๐š๐š˜๐šž๐š‹๐š (@doubtweb3)Photo by ๐š๐š˜๐šž๐š‹๐š (@doubtweb3)Photo by ๐š๐š˜๐šž๐š‹๐š (@doubtweb3)Photo by ๐š๐š˜๐šž๐š‹๐š (@doubtweb3)Photo by ๐š๐š˜๐šž๐š‹๐š (@doubtweb3)Photo by ๐š๐š˜๐šž๐š‹๐š (@doubtweb3)Photo by ๐š๐š˜๐šž๐š‹๐š (@doubtweb3)Photo by ๐š๐š˜๐šž๐š‹๐š (@doubtweb3)Photo by ๐š๐š˜๐šž๐š‹๐š (@doubtweb3)
๐š๐š˜๐šž๐š‹๐š retweeted
Unused funds going back to the sponsor isn't something you see every day when a protocol sponsors on @zerufinance, the pool and the volume target are set first.. the token moves into an onchain contract before anyone registers. clans race to move volume, but wash scores 0, volume with no market risk is removed, and wallets funded from one source count as one. if the target is hit the whole pool opens but if half is delivered, half opens. and the rest returns to the sponsor every campaign ends with a public onchain report of who delivered. that return is the part that changes the product. most reward programs spend the full budget whether the activity was real or not.. here the sponsor only pays for the volume that cleared the filter. the onboarding is still partner-led, not self serve, so the first versions are still negotiated. the mechanism itself is already written a sponsor who can get the unspent tokens back has a reason to fund a larger target, because the downside is capped by what actually moved.
๐Ÿค Paid partnership
126
6
135
520
๐š๐š˜๐šž๐š‹๐š retweeted
One thing I found interesting about @strato_net is the team's history. They didn't just start building in crypto yesterday. The founders have been working on Ethereum infrastructure since 2014. Their Haskell client was one of the six clients compatible with Ethereum at launch. Then in 2015, BlockApps joined Microsoft Azure's Ethereum offering. In 2016, they were already working on real-world assets on Ethereum. Now, the team is taking that experience into a new direction with STRATO. They are building a Layer 1 for HardFi, where tokenized gold, silver, borrowing, trading and savings can work in one ecosystem. Joe Lubin, Ethereum co-founder and ConsenSys founder, is also an advisor to the project. For me, this background makes STRATO worth watching. The team has spent years working on blockchain infrastructure, and now they are trying to make actual assets more useful onchain. I think the experience behind a project matters just as much as the idea itself.
๐Ÿค– Made with AI
156
29
271
865
๐š๐š˜๐šž๐š‹๐š retweeted
ไฝ™ๆœ‰ๆฏ”็‰นๅธใ€ไปฅๅคชๅธ่‹ฅๅนฒ๏ผŒ็ฝฎ่ฏธๅธไธญ๏ผŒ็ดฏๆœˆไธๅŠจใ€‚ไธๅŠจๅˆ™ไธๅŠจ็Ÿฃ๏ผŒ็„ถไบ”ๆ—ฅไน‹้—ด๏ผŒๅ…ถๆ‰€ไปฅๆŠฅๆˆ‘่€…๏ผŒ้›ถ่€Œๅทฒใ€‚ ๅคซๅธๅœจๅธ‚ไธญ๏ผŒๆ˜ผๅคœไธๆฏ๏ผ›ไบบๆŒๅธไบŽๆ‰‹๏ผŒๅคš็ฝฎ่€Œไธ้—ฎใ€‚้žไธๆฌฒ็”ŸๆฏไนŸ๏ผŒ่‹ฆๆ— ๅ…ถๆœฏ่€ณใ€‚ ๆฌงๆ˜“ๆœ‰้—ช่ตš่€…๏ผŒไปฅๅธๅ…ฅๆฑ ๏ผŒ้šๅ…ฅ้š่ตŽ๏ผŒๆœฌไปฅๅธ่ฎก๏ผŒไธไธบไบๆŠ˜ใ€‚ๆฏไปฅๆ—ถ่ฎก๏ผŒๅ…ผๆœ‰ๆ–ฐๅธไน‹่ต๏ผŒๆŒ‰ไปฝ่€Œๅˆ†ใ€‚ๆ˜ฏๆœŸไน‹ๆฑ ๏ผŒๅ‡ก็™พไธ‡ USDT๏ผŒBTCๅพ—ๅ…ถๅ››ๅไธ€ไธ‡๏ผŒETHๅพ—ไบ”ๅไนไธ‡ใ€‚่‡ชๅไธ€ๆœˆไธ‰ๆ—ฅๅง‹๏ผŒ่‡ณๅ…ซๆ—ฅ่€Œๆญข๏ผŒ้ฆ–ๅฐพไบ”ๆ—ฅใ€‚ไธ€ไบบไน‹้™๏ผŒBTCไธ€๏ผŒETH็™พ๏ผŒไธป่ดฆๆˆทไนƒๅฏ๏ผŒ้กปๅ…ˆ้ชŒๅ…ถ่บซใ€‚ ๆˆ–ๆ›ฐ๏ผšๅนดๅŒ–ไธ‰ๅˆ†ๆœ‰ๅฅ‡ใ€ไนๅˆ†ๆœ‰ๅฅ‡๏ผŒไปฅไบ”ๆ—ฅ่ฎกไน‹๏ผŒๅ…ถๆ•ฐๅพฎ็Ÿฃ๏ผŒไฝ•่ถณ้“ๅ“‰ใ€‚ ๆ›ฐ๏ผšไธ็„ถใ€‚ๅธไน‹ๅœจๅธ๏ผŒ็Šนไบบไน‹ๅœจๅบŠ๏ผŒๅงไน…ๅˆ™ๆฐ”ๆปžใ€‚ไปŠไนŸไธๆ˜“ๅ…ถไป“๏ผŒไธๆ”นๅ…ถ่ฎก๏ผŒไธๅŠณๅ…ถๅฟƒ๏ผŒไบ”ๆ—ฅ่€Œๅฝ’ใ€‚ๆ‰€ๅพ—่™ฝ่–„๏ผŒ็Šนๆ„ˆไบŽๅพ’็ฝฎ๏ผ›ๆ‰€่ดน่€…ๆ—ถ๏ผŒ่€Œๆ—ถๆœฌๆ— ๆ‰€็”จไนŸใ€‚ ่™ฝ็„ถ๏ผŒๆœ‰ไธค่จ€ไธๅฏไธๅฏŸใ€‚ๆœฌไน‹ๆ‰€ๅœจ๏ผŒไปฅๅธไธบๅ‡†๏ผšๅธ่ดฑๅˆ™็พŽๅ…ƒไบฆ่ดฑ๏ผŒไธ่ƒฝๅพกๅ…ถๆถจ่ทŒใ€‚ๅนดๅŒ–ไน‹ๆ•ฐ๏ผŒ่ง†ๆฑ ไธญๅคšๅฏก่€Œๆถˆ้•ฟ๏ผŒ้ž้“ๅˆธไน‹็บฆ๏ผŒๅ‹ฟไปฅ่™šๆ•ฐ่‡ชๆฌบใ€‚่‡ณไบŽๅ‡่ดทไน‹่ต„๏ผŒๅฐคไธๅฏๅ…ฅ๏ผŒไบ”ๆ—ฅ่™ฝ็Ÿญ๏ผŒ็ˆ†ไป“ไธ้—ฎไบบ็ฎ—ใ€‚ ๆ•…ๆ›ฐ๏ผš้—ฒๅธๅฆ‚้—ฒไบบ๏ผŒไน…ๅงๅˆ™ๅบŸใ€‚ไธŽๅ…ถๅง๏ผŒไธ่‹ฅไฝฟไน‹่กŒไบ”ๆ—ฅใ€‚ ๏ผˆ็™ฝ่ฏไธ€ๅฅ๏ผšๆ‰‹้‡Œๆœฌๆฅๅฐฑไธๆ‰“็ฎ—ๅŠจ็š„ๅธ๏ผŒๆŒช่ฟ›ๅŽปๅพ…ไบ”ๅคฉ๏ผŒๅˆฐๆœŸ่ตŽๅ›ž๏ผŒไป“ไฝไธๅ˜ใ€‚๏ผ‰ [OKX ้—ช่ตš โ€ข ่ดจๆŠผ่ตšๅธ](okx.com/zh-hans/flash-earn/sโ€ฆ) #OKX่พพไบบ
51
20
48
11,490
๐š๐š˜๐šž๐š‹๐š retweeted
how to make good posts on x this guide is tailored to the new algo update the play: clear hook > useful body > real proof > cut the filler > what changed - like: 0.66 > 0.708 - time spent: 0.006 > 0.0075 - share: 2 > 2.118 - opening a post: 0.3 > 0.274 - reading time after opening: 0.4 > 0.385 - opening a video: 0.02 > 0 - "not interested": -52.272 > -53.07 > what those numbers actually mean - x predicts what each viewer might do, then applies these weights - they aren't points you collect for every like or reply - a higher reading time weight doesn't mean your next post gets 25% more reach > how i'd use this - line 1: say exactly what the reader gets - line 2: show the result, screenshot or fact that backs it up - after "show more": deliver the steps you promised - remove the intro that repeats the hook in 4 different ways - show the catch before someone wastes their time or money > for video - show what the video is about immediately - cut the logo intro and "wait till the end" - video open weight hitting 0 doesn't mean videos get 0 reach. it's one signal, not the whole ranking system > for replies - add a missing step, a number or a useful counterpoint - "huge", "this changes everything" and a rewritten version of the post add nothing - write something the author can actually respond to > the catch - these point informations are from github - experiments with different formats - none of this guarantees views - a bad topic doesn't become useful because you formatted it correctly > what not to do - don't stretch 3 useful lines into 30 to farm reading time - don't ask people to like your post because the like weight increased (e4e groups) - don't turn every trending topic into your niche - don't read one weight and invent a growth hack around it a hook gets someone to open the post. the rest needs to justify it bookmark this, rewrite your whole strategy & print views
72
66
239
1,291
๐š๐š˜๐šž๐š‹๐š retweeted
SIGHT IS MORE THAN JUST UP OR DOWN PREDICTIONS Most people hear prediction markets and immediately think YES or NO, UP or DOWN. But there's another side of @sight_hood that deserves more attention. Not every market on Sight is a simple UP/DOWN prediction. The platform also offers categorical AMM markets for NFTs and stocks. Let me explain how they work. Imagine a market asking: Where will Sight Genesis open? Instead of choosing only UP or DOWN, you get several possible price ranges: โ†’ Below $24 โ†’ $24โ€“$28 โ†’ $28โ€“$32 โ†’ $32โ€“$36 โ†’ $36โ€“$40 โ†’ $40โ€“$48 โ†’ $48 or above You select the outcome you believe will happen and buy shares in that outcome. But here's what makes it more interesting: you don't necessarily have to hold those shares until the market resolves. Sight allows users to sell their shares back to the market before trading closes. So you can enter a position, follow how market prices change and decide whether to exit before the final outcome is determined. There are three important things to understand: 1. Multiple possible outcomes A single market can offer several choices, but only one outcome will ultimately win. 2. Market prices can change As users buy and sell shares, displayed market percentages can move. These represent implied odds, not guaranteed probabilities or outcomes. 3. Winning shares can be redeemed If your selected outcome wins, eligible shares can be redeemed for ETH at a 1:1 ratio. Losing shares have no redemption value. That's a different experience from simply predicting whether an asset will move UP or DOWN. And it's one reason I think people should explore more than just the first market they see on Sight. Understanding the different market formats helps you make more informed decisions before participating.
A good prediction market should offer more than just a place to choose UP or DOWN. What happens before you make a prediction matters too. Having an opinion is easy. Understanding the market you're entering is different. That's one thing I appreciate about @sight_hood Sight gives users tools to explore markets, follow activity and learn from other participants before taking a position. Here's what stands out: 1. The Watch list Found an interesting market but aren't ready to predict an outcome? Add it to your Watch list. You can follow its activity and revisit it later without committing to a position. 2. Follow trader performance You can follow other traders and explore their activity. Instead of relying only on opinions from your timeline, you get another way to understand what's happening across the platform. 3. Weekly leaderboard Sight ranks traders based on weekly realized PnL. This lets users compare performance over a defined period rather than judging someone by a single successful prediction. Why does this matter? Because a prediction market should be about more than placing trades. Discovery, observation, participation and performance tracking all contribute to a better experience. And that's what makes Sight worth exploring.
15
6
1
38
430
๐š๐š˜๐šž๐š‹๐š retweeted
Regional access only works if the boundaries are enforced. enterprise access on @vangrid_io is scoped to a region the three regions listed are: -> us-east-1 -> eu-west-1 -> apac-1 a key issued for one does not return observations from another a request that crosses the boundary is rejected, not silently filtered.. dedicated residency configurations, where processing and results stay inside a jurisdiction, sit under a custom enterprise agreement. that rejection is the part that matters! most spatial APIs will return whatever is in the system and leave the buyer to notice the origin here the key itself is the boundary. the docs also note that access is still early and granted per pilot, and that credentials are issued on onboarding for the regions the account is authorised for. the residency is real for the regions that are live the list is three, and crossing one still requires an explicit change on the account, not a wider query.
๐Ÿค Paid partnership
221
7
235
743
๐š๐š˜๐šž๐š‹๐š retweeted
ethereum history is more than a record of past transactions. it can also help determine how new markets are formed. that's the idea behind @zerufinance zETH miner race. instead of treating older onchain activity as something that only shows what users did in the past, zeru is putting that history to work in a new token launch process. i find this approach worth watching because it connects existing ethereum participation with access to a new market. the bigger question is how much value projects can create from activity that already exists onchain. ethereum's history may have more uses than simply recording transactions. join the race: zaps.markets/?invite=e0P3JiOโ€ฆ
Ethereum has years of onchain history. Now, that activity helps shape a new market. Have you joined the zETH Miner race yet? If not, there's still time to get in. Join the race โ†“
14
7
54
409
๐š๐š˜๐šž๐š‹๐š retweeted
Just landed on the site, signed in with ๐•, and picked a fandom on @IPXExchange the Fan check has 7 questions, and you only get one shot -> correct answers give Aura -> faster answers add a small bonus -> the fan Card pulls a social aura from your follower count after that the Studio opens the daily streak is the one that compounds. open it every day, the multiplier starts at 2.0x and climbs to 2.9x by day 10 miss a day and it resets. plus-ones are the invite side friends who finish tasks add Aura to you. side quests are Dc, Tg, the waitlist, and saying hi to Alfred. the content side is the one that scales post about IPX, tag @IPXExchange, then paste the link into the studio under Submit your work. alfred scores it between 100 and 1k Aura, then the streak multiplies it guides and actual fandom knowledge score higher than hype. board closes 15 November get started: ipx.exchange/fanszn
๐Ÿค Paid partnership
68
2
103
420
๐š๐š˜๐šž๐š‹๐š retweeted
Prediction markets are becoming an increasingly important part of the crypto ecosystem. What started as a way for people to speculate on the outcomes of real-world events has grown into a market where participants can trade on elections, economic developments, cryptocurrency prices and much more. Platforms like Polymarket have demonstrated how much demand exists for turning information and opinions into tradable positions. But as the sector expands, there is another side of the market that deserves attention: how capital is managed. In most prediction markets, traders commit capital when purchasing positions. While those positions can potentially be sold before resolution, holding them over longer periods means that a significant amount of capital can remain tied to existing trades. For active traders and liquidity providers, this creates a limitation. Opportunities don't stop appearing simply because capital is already committed elsewhere. Traditional financial markets have addressed similar challenges through margin trading, credit facilities and borrowing against existing assets. These tools allow participants to access additional liquidity without necessarily liquidating their portfolios. Prediction markets, however, have their own complications. Event contracts can experience sudden price movements when unexpected information changes the likelihood of an outcome. This makes managing collateral and lending risk considerably more difficult than in conventional crypto markets. This is the gap @Lattica is looking to address. Lattica is building a margin and credit infrastructure designed specifically for prediction markets. Instead of competing with existing platforms, it aims to provide the financial layer that allows participants to use their capital more efficiently. Through features such as leveraged positions and borrowing against existing prediction market tokens, traders can potentially unlock liquidity while maintaining their original market exposure. On the other side, lenders can supply USDC to the protocol's liquidity pool and earn from borrowing demand. What makes the approach particularly interesting is how Lattica handles the risk associated with these positions. Its WARHORSE risk engine is designed around the jump risk inherent in prediction markets. Rather than relying entirely on liquidations after collateral loses value, it assesses potential losses and incorporates risk premiums into the pricing of leveraged positions. It's an important distinction because introducing leverage into prediction markets requires more than simply making additional capital available. The underlying risk needs to be understood and accounted for. Prediction markets have made significant progress in creating new ways to trade information and real-world outcomes. The next stage of their development may depend just as much on the financial infrastructure supporting those markets. And that's the space Lattica is positioning itself to build in.
18
9
40
210
๐š๐š˜๐šž๐š‹๐š retweeted
NFT applications & collabs are now closed. ๐Ÿ€ The allocation checker is live! clover.family/cloverheads/chโ€ฆ All NFT applications have been reviewed, and approved applicantsโ€™ wallets have been added alongside our collab giveaway winners. A huge thank you to everyone who applied and every community and collaborator who supported Clover. Weโ€™re excited to take this next step together. Check your wallet, GTD / FCFS tier and number of spots before mint. Community teams, please share the checker with your winners so everyone can confirm their allocation. If your allocation is missing or anything looks incorrect, DM @cloverdotfamily with your wallet address and your application or community/giveaway details so we can review it before mint.
๐Ÿค– Made with AI
72
22
2
169
4,528
๐š๐š˜๐šž๐š‹๐š retweeted
Even without a presale, someone still decides how much reaches the auction. @zerufinance is framing zETH as the first Activity Market ethereum activity helps determine the supply, and the remaining tokens are offered through Uniswapโ€™s Continuous Clearing Auction, where the market finds the price. no presale-led allocation! CCA is Uniswapโ€™s own mechanism bids are set with a budget and a max price, supply clears block by block at one price per block, and the auction seeds a v4 pool when it ends. here's the thing: the auction doesn't determine the starting supply. more activity burns more supply, so the number that reaches the auction is already smaller than the starting figure the CCA then discovers a price for whatever is left. that is different from an allocation list, but it is not the same as having no selection.. the early seats are still chosen by zScore and Zaps from onchain history anyone can join the auction, but not everyone gets to shape the supply. but does this actually broaden participation, or just give the same wallets a different way in? join the miner race here: zaps.markets
๐Ÿค Paid partnership
147
5
162
586
๐š๐š˜๐šž๐š‹๐š retweeted
the buyer pays for the result, not just the footage. when a bounty is accepted on @vangrid_io, the winning capture goes through reconstruction and the requester receives a textured 3D mesh in GLB format. the original video stays with the contributor and reconstruction is already included in the bounty reward. no separate payment, no second step for the requester.. it typically takes 30 minutes or more that's a useful distinction! Vangrid isn't just paying someone to record a place. the contributor provides the capture, and the buyer gets a reconstructed model they can actually use.
๐Ÿค Paid partnership
174
6
191
703
๐š๐š˜๐šž๐š‹๐š retweeted
how to join IPX FAN SZN and get your Fan Card FAN SZN is live, with up to $100,000 in rewards. The sprint runs from November 5 to November 15. the play: connect X > pick a fandom > take the Fan Check > claim your Fan Card. first steps Go to: fanszn.ipx.exchange/i/FAN-4Qโ€ฆ Connect your X account. Pick one of the 12 available fandoms. Answer the 7 Fan Check questions. Claim your Fan Card. the catch Joining alone doesnโ€™t put you at the top of the leaderboard. You still need to earn Aura through participation. what not to do Donโ€™t just claim your card and disappear. Keep showing up and check the available quests. Pick your fandom and letโ€™s see who has the strongest fan base. Reply with your Fan Card. I want to see what everyone picked. bookmark this before you join. @IPXExchange #FANSZN
15
12
1
40
854
๐š๐š˜๐šž๐š‹๐š retweeted
Let's look at an interesting example of revenue generation in advance of full infrastructure development. Turtle's Q3 update shows: They have generated $1.04M (Cash In, Net Interco) in Q3. But this becomes more interesting when looking at the context. This came from the provision of services and distribution for Turtle while they were building out their tools and infrastructure for the liquidity distribution model. Three things stood out: Hare launched with GSR (100M committed over multiple years), Creator Wire was delivered in late August and Streams became self serve. These are some highlights showing parts of their infrastructure being developed while they werel providing services. Also interesting to note that Hare and Lunar Strategy are the first external businesses using Turtle's tools. This adds more depth to the revenue story. It demonstrates that they are building infrastructure that can support real businesses. This is particularly relevant given the wider market context. Tokenised assets (excluding stablecoins) are now worth $46.1B (Nov 4). As this market continues to develop connecting tokenised assets to capital is a key piece of infrastructure. What's interesting to see is how much infrastructure can be developed around distribution as more businesses start using it. This is what I think is interesting to watch in @turtledotxyz 's Q3 report.
๐Ÿค Paid partnership
90
10
109
2,629
๐š๐š˜๐šž๐š‹๐š retweeted
๐Ÿ”๏ธ The Mountain is taking another step forward, and the Barn Sale is officially open for applications. Only 1,000 Founding Barns are available, making this an interesting entry point into the Cashmere ecosystem. Here's how the sale is structured: โ€ข GTD: 0.125 ETH โ€ข WL FCFS: 0.25 ETH โ€ข Public: Dutch auction starting at 1.5 ETH and gradually dropping to 0.25 ETH over 30 minutes. One detail worth understanding: everyone participating in the public auction buys at the final clearing price, rather than paying different prices based on when they entered. But why are Barns important? They aren't just collectibles. Barns play a role in Mountain's mining economy, providing infrastructure where goats can be bound to participate in mining $CSM. This connects NFT ownership, mining participation and the wider Mountain economic system. The Barn Sale is an opportunity to explore the ecosystem from its foundation. Applications are now open: mountain.cashmere.exchange/rโ€ฆ Read the Mountain documentation: docs.cashmere.exchange/mountโ€ฆ Let's see how high this Mountain can climb. @CashmereLabs ๐Ÿ
27
8
1
56
932
๐š๐š˜๐šž๐š‹๐š retweeted
Duelbits has launched Limbo a new original provably fair game. You set a single target multiplier (anywhere from 1.01ร— up to a maximum of 1,000,000ร—). The game then generates one random result. You win only if that result meets or exceeds your chosen target; the payout is your stake multiplied by the target. Anything below loses the stake. The win chance is displayed in the UI and follows the standard ~99 % RTP formula used on Duelbits originals: - 100ร— target โ†’ 0.99 % chance - 1,000,000ร— target โ†’ 0.000099 % chance The release is supported by a short promotional video (showing the game interface, live win-chance numbers, player reactions, and the 1,000,000ร— maximum) and a 48-hour giveaway from CEO Jasper: 10 players who reply with a win screenshot + their UID receive $50 each (even a 1.01ร— win is accepted). @Duelbits @DuelbitsJasper
Limbo is LIVE. Goal: 1,000,000x Also accepted: 1.01x Iโ€™ll pick 10 UIDs that reply with a win screenshot + UID to get $50 48 hours Go๐Ÿ‘‡
15
5
63
7,563
๐š๐š˜๐šž๐š‹๐š retweeted
Gm ๐• happy weekend ๐Ÿ€
39
1
42
363
๐š๐š˜๐šž๐š‹๐š retweeted
a shrinking supply doesn't automatically mean a wider community @zerufinance is using Eth activity to rank zETH miners, with traders, creators and miners all part of the model. more activity means more supply gets burned but a study of 15.2M Pump.fun coins found that just 1% of creator addresses launched 39% of them. when linked through shared funding, the top 1% of clusters accounted for roughly 53-59% different chain, different activity, but worth asking.. how well can zScore distinguish independent users from wallets that belong to the same cluster? the supply countdown is easy to see whether the activity behind it is broadly distributed is a different question. check where your history ranks: zaps.markets/markets/zeth
๐Ÿค Paid partnership
147
6
146
603
๐š๐š˜๐šž๐š‹๐š retweeted
I've been thinking about something while researching @termix_ai 's approach to autonomous agent workflows. What happens when an AI agent needs specialized work done that goes beyond its own capabilities? We don't know exactly how fast individual AI models or media generation tools will evolve. And I think that's precisely why expecting a single agent to handle end-to-end execution is risky. This is where termix's architecture gets interesting. Its trustless framework enables usersโ€”or autonomous agentsโ€”to submit requests for short-form video production directly to providers like Montage Studio, locking funds in escrow once a quote is accepted. In simple terms: -> The client agent submits a job request and locks payment in escrow. -> The provider agent accepts the quote and executes the work. -> Each layer can operate without requiring a complete system overhaul. Of course, this doesn't mean multi-agent workflows are already fully friction-free. Standardizing verification and cross-agent coordination still require work. But I think there's a bigger lesson here. Preparing for future threats or demands isn't necessarily about building one monolithic tool. It's about making sure your infrastructure can adapt when the assumptions change. That's the part of @termix_ai's long-term execution strategy I find most interesting.
How does an all-in-one short-form video production Agent work? Watch the video to find out: 1๏ธโƒฃ Youโ€”or your own Agentโ€”submit a request for short-form video production directly to Montage Studio. 2๏ธโƒฃ The quote is accepted, and the payment is placed in escrow.
113
6
128
746
๐š๐š˜๐šž๐š‹๐š retweeted
"We found that the conversion in the audience that we get from the AI-assisted search is actually like four times more qualified of a buyer than just organic search." - Bridget Ferris of @ElevenLabs on why the AI-recommended audience converts harder. Five takeaways on the Craft blog: craftventures.com/articles/hโ€ฆ Follow @unpromptedcraft for early access to the next one.
1
11
63
847