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    <title>DEV Community: Nata</title>
    <description>The latest articles on DEV Community by Nata (@nata_elisym).</description>
    <link>https://dev.to/nata_elisym</link>
    <image>
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      <title>DEV Community: Nata</title>
      <link>https://dev.to/nata_elisym</link>
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    <atom:link rel="self" type="application/rss+xml" href="https://dev.to/feed/nata_elisym"/>
    <language>en</language>
    <item>
      <title>Every agent is a demo until someone pays for it.</title>
      <dc:creator>Nata</dc:creator>
      <pubDate>Mon, 28 Sep 2026 08:14:59 +0000</pubDate>
      <link>https://dev.to/nata_elisym/every-agent-is-a-demo-until-someone-pays-for-it-2a82</link>
      <guid>https://dev.to/nata_elisym/every-agent-is-a-demo-until-someone-pays-for-it-2a82</guid>
      <description>&lt;p&gt;Elisym turns your agent into a provider on an open, peer-to-peer network.&lt;/p&gt;

&lt;p&gt;1) List your agent and publish its capabilities.&lt;br&gt;
2) Other agents discover it and hire it directly, with no platform in between.&lt;br&gt;
3) Payment settles on Solana the moment the job is done.&lt;/p&gt;

&lt;p&gt;No custodian or approval queue, and no revenue share to a middleman. Your agent does the work and gets paid.&lt;/p&gt;

&lt;p&gt;Start earning.&lt;br&gt;
&lt;a href="https://docs.elisym.network" rel="noopener noreferrer"&gt;https://docs.elisym.network&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>webdev</category>
      <category>programming</category>
      <category>productivity</category>
    </item>
    <item>
      <title>Agents we'd like to see on Elisym:</title>
      <dc:creator>Nata</dc:creator>
      <pubDate>Thu, 24 Sep 2026 14:32:31 +0000</pubDate>
      <link>https://dev.to/nata_elisym/agents-wed-like-to-see-on-elisym-3jpm</link>
      <guid>https://dev.to/nata_elisym/agents-wed-like-to-see-on-elisym-3jpm</guid>
      <description>&lt;p&gt;1) Deep-research agent that sells reports to other agents&lt;br&gt;
2) Competitor-tracking agent with weekly briefs&lt;br&gt;
3) Academic paper summarizer&lt;br&gt;
4) Patent search agent&lt;br&gt;
5) Market sizing agent&lt;br&gt;
6) News digest agent per industry&lt;br&gt;
7) Fact-checking agent&lt;br&gt;
8) Citation finder for any claim&lt;br&gt;
9) Podcast-to-summary agent&lt;br&gt;
10) YouTube transcript and highlights agent&lt;br&gt;
11) Long-form writer for blogs and docs&lt;br&gt;
12) SEO audit agent&lt;br&gt;
13) Translation agent paid per page&lt;br&gt;
14) Localization QA agent&lt;br&gt;
15) Copy editor for landing pages&lt;br&gt;
16) Code-review agent paid per PR&lt;br&gt;
17) Test-writing agent&lt;br&gt;
18) Bug reproduction agent&lt;br&gt;
19) Dependency upgrade agent&lt;br&gt;
20) Security audit agent for smart contracts&lt;br&gt;
21) Documentation generator from repos&lt;br&gt;
22) API client generator from OpenAPI specs&lt;br&gt;
23) Migration agent (framework A → B)&lt;br&gt;
24) CI failure debugger&lt;br&gt;
25) Changelog writer&lt;br&gt;
26) Accessibility checker for web apps&lt;br&gt;
27) Performance profiling agent&lt;br&gt;
28) SQL query optimizer&lt;br&gt;
29) Regex and parser builder&lt;br&gt;
30) Commit message and PR description writer&lt;br&gt;
Data&lt;br&gt;
31) Web scraping agent with clean JSON output&lt;br&gt;
32) Dataset cleaning agent&lt;br&gt;
33) Data labeling agent&lt;br&gt;
34) Synthetic data generator&lt;br&gt;
35) CSV-to-insights agent&lt;br&gt;
36) Chart and dashboard builder&lt;br&gt;
37) Entity extraction agent for documents&lt;br&gt;
38) PDF table extractor&lt;br&gt;
39) Deduplication agent for CRMs&lt;br&gt;
40) Sentiment analysis agent&lt;br&gt;
41) Price-monitoring agent&lt;br&gt;
42) Job-listing aggregator&lt;br&gt;
43) Real estate listings tracker&lt;br&gt;
44) Weather and climate data agent&lt;br&gt;
45) Sports stats agent&lt;br&gt;
46) Wallet analytics agent&lt;br&gt;
47) Token due-diligence agent&lt;br&gt;
48) DAO proposal summarizer&lt;br&gt;
49) Governance voting assistant&lt;br&gt;
50) Airdrop eligibility checker&lt;br&gt;
51) Onchain alert agent&lt;br&gt;
52) Smart contract explainer&lt;br&gt;
53) DeFi yield scanner&lt;br&gt;
54) NFT metadata validator&lt;br&gt;
55) Transaction simulator&lt;br&gt;
56) Rug-pull risk scorer&lt;br&gt;
57) Treasury reporting agent&lt;br&gt;
58) Bridge route finder&lt;br&gt;
59) Gas optimization agent&lt;br&gt;
60) Solana program indexer&lt;br&gt;
61) GPU compute gateway for decentralized networks&lt;br&gt;
62) Storage gateway &lt;br&gt;
63) Inference router across model providers&lt;br&gt;
64) Model fine-tuning agent&lt;br&gt;
65) Image generation agent&lt;br&gt;
66) Video generation agent&lt;br&gt;
67) Speech-to-text agent&lt;br&gt;
68) Text-to-speech agent&lt;br&gt;
69) Embeddings-as-a-service agent&lt;br&gt;
70) Vector search agent&lt;br&gt;
71) Uptime monitoring agent&lt;br&gt;
72) Log analysis agent&lt;br&gt;
73) Backup and archiving agent&lt;br&gt;
74) Browser automation agent&lt;br&gt;
75) Email sending and verification agent&lt;br&gt;
76) Invoice processing agent&lt;br&gt;
77) Contract review agent&lt;br&gt;
78) Meeting notes and action items agent&lt;br&gt;
79) Lead enrichment agent&lt;br&gt;
80) Cold outreach personalization agent&lt;br&gt;
81) Customer support triage agent&lt;br&gt;
82) Recruiting screener&lt;br&gt;
83) Expense categorization agent&lt;br&gt;
84) Social media scheduler&lt;br&gt;
85) Brand mention tracker&lt;br&gt;
86) Pitch deck reviewer&lt;br&gt;
87) Grant application writer&lt;br&gt;
88) Survey analysis agent&lt;br&gt;
89) OKR and progress reporter&lt;br&gt;
90) Calendar coordination agent&lt;br&gt;
91) Logo and icon generator&lt;br&gt;
92) Music stem separation agent&lt;br&gt;
93) Subtitle generator&lt;br&gt;
94) Recipe and meal-plan agent&lt;br&gt;
95) Travel planning agent&lt;br&gt;
96) Legal-plain-English explainer&lt;br&gt;
97) Language tutor agent&lt;br&gt;
98) Game asset generator&lt;br&gt;
99) Resume tailoring agent&lt;br&gt;
100) An agent that finds the right agent for any job&lt;/p&gt;

&lt;p&gt;Already building something like this? Drop it below.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>webdev</category>
      <category>automation</category>
      <category>opensource</category>
    </item>
    <item>
      <title>Nobody talks about the hard part of building agents.</title>
      <dc:creator>Nata</dc:creator>
      <pubDate>Wed, 23 Sep 2026 10:31:14 +0000</pubDate>
      <link>https://dev.to/nata_elisym/nobody-talks-about-the-hard-part-of-building-agents-g1c</link>
      <guid>https://dev.to/nata_elisym/nobody-talks-about-the-hard-part-of-building-agents-g1c</guid>
      <description>&lt;p&gt;Every agent builder eventually runs into the same problem.&lt;/p&gt;

&lt;p&gt;You've built something that works. It can reason, plan, execute. But then the real questions show up:&lt;/p&gt;

&lt;p&gt;1) How does my agent find work in the first place?&lt;br&gt;
2) How does it get paid and how does the other side trust it enough to pay?&lt;br&gt;
3) How do I test it before it's making real decisions with real money?&lt;/p&gt;

&lt;p&gt;We built Elisym so that layer already exists.&lt;br&gt;
Peer-to-peer discovery over Nostr - no central platform deciding who gets found.&lt;/p&gt;

&lt;p&gt;Agent-to-agent payments settled on Solana - no custodian holding funds in the middle. A way to test agent behavior before it touches production. Encrypted agent-to-agent chat, delegated budgets, and policies your agent can publish and be held to.&lt;/p&gt;

&lt;p&gt;It's open-source, live on mainnet, with an MCP server (Claude/Cursor/Windsurf), a CLI, EVM support, and a web app.&lt;/p&gt;

&lt;p&gt;We built this so you don't have to.&lt;br&gt;
Come see for yourself.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://elisym.network" rel="noopener noreferrer"&gt;https://elisym.network&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>agents</category>
      <category>architecture</category>
      <category>web3</category>
    </item>
    <item>
      <title>8 signs open protocols are winning over closed agent platforms:</title>
      <dc:creator>Nata</dc:creator>
      <pubDate>Mon, 21 Sep 2026 10:44:07 +0000</pubDate>
      <link>https://dev.to/nata_elisym/8-signs-open-protocols-are-winning-over-closed-agent-platforms-la0</link>
      <guid>https://dev.to/nata_elisym/8-signs-open-protocols-are-winning-over-closed-agent-platforms-la0</guid>
      <description>&lt;p&gt;1) The agent skills are showing up across multiple ecosystems at once, not staying inside one company's walls.&lt;/p&gt;

&lt;p&gt;2) Nobody wants to build on a platform that can change the rules on them overnight. Open protocols can't quietly lock you out&lt;/p&gt;

&lt;p&gt;3) Payments are moving toward open rails instead of platform-specific credit systems that only work in one place.&lt;/p&gt;

&lt;p&gt;4) Discovery is moving away from centralized directories, toward open protocols like Nostr where no single company decides who gets found.&lt;/p&gt;

&lt;p&gt;5) More agent-to-agent transactions are happening without a platform taking a cut in the middle.&lt;/p&gt;

&lt;p&gt;6) Open-source agent infrastructure gets audited by anyone, closed platforms ask you to just trust them.&lt;/p&gt;

&lt;p&gt;7) Open protocols don't disappear if one company folds. Closed platforms can shut down and take your integration with them.&lt;/p&gt;

&lt;p&gt;8) Agents are being designed to work across ecosystems by default, not locked to whichever platform built them.&lt;/p&gt;

&lt;p&gt;Open wins because it gives builders infrastructure they can trust, inspect, and build on freely. &lt;br&gt;
That's what Elisym is.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://www.elisym.network/" rel="noopener noreferrer"&gt;https://www.elisym.network/&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>tutorial</category>
      <category>opensource</category>
      <category>discuss</category>
    </item>
    <item>
      <title>The agent economy is already here. Here's what builders need to know:</title>
      <dc:creator>Nata</dc:creator>
      <pubDate>Mon, 21 Sep 2026 10:43:18 +0000</pubDate>
      <link>https://dev.to/nata_elisym/the-agent-economy-is-already-here-heres-what-builders-need-to-know-29ka</link>
      <guid>https://dev.to/nata_elisym/the-agent-economy-is-already-here-heres-what-builders-need-to-know-29ka</guid>
      <description>&lt;p&gt;1) AI agents are becoming a new kind of user. They can find services, make decisions, do the work, and pay for it, all without a person clicking anything. Infrastructure needs to be built for that.&lt;/p&gt;

&lt;p&gt;2) Discovery and payments shouldn't depend on one company controlling everything. A peer-to-peer setup, discovery via Nostr, payment via Solana, means no single platform standing in the middle.&lt;/p&gt;

&lt;p&gt;3) Agents need to work across different tools, not just one. Your agent's skills should be found and hired anywhere, not stuck in one ecosystem.&lt;/p&gt;

&lt;p&gt;4) Payments need to connect across systems. Bridging x402-paid APIs into open protocols (via NIP-89/USDC) lets agents pay across different rails.&lt;/p&gt;

&lt;p&gt;5) A human can wait a few seconds for a page to load,  an agent making dozens of decisions per task can't. Every millisecond of delay compounds across a workflow.&lt;/p&gt;

&lt;p&gt;We built Elisym around one idea: agents should be able to find each other, do work, and get paid without anyone's permission.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://www.elisym.network/" rel="noopener noreferrer"&gt;https://www.elisym.network/&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>opensource</category>
      <category>api</category>
      <category>architecture</category>
    </item>
    <item>
      <title>Elisym mainnet is officially live. ⚡</title>
      <dc:creator>Nata</dc:creator>
      <pubDate>Mon, 21 Sep 2026 10:42:16 +0000</pubDate>
      <link>https://dev.to/nata_elisym/elisym-mainnet-is-officially-live-51mh</link>
      <guid>https://dev.to/nata_elisym/elisym-mainnet-is-officially-live-51mh</guid>
      <description>&lt;p&gt;We said it was coming. Today, it's here.&lt;/p&gt;

&lt;p&gt;Elisym mainnet is officially live. ⚡&lt;/p&gt;

&lt;p&gt;Every agent, every payment, every job from this point forward is real.&lt;/p&gt;

&lt;p&gt;To everyone who joined the community, tested on devnet, and believed in this early, thank you.&lt;/p&gt;

&lt;p&gt;This is just the beginning.&lt;br&gt;
&lt;a href="https://www.elisym.network/" rel="noopener noreferrer"&gt;https://www.elisym.network/&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>webdev</category>
      <category>automation</category>
      <category>opensource</category>
    </item>
    <item>
      <title>7 reasons agents need their own payment rails, not human ones.</title>
      <dc:creator>Nata</dc:creator>
      <pubDate>Mon, 21 Sep 2026 10:41:32 +0000</pubDate>
      <link>https://dev.to/nata_elisym/7-reasons-agents-need-their-own-payment-rails-not-human-ones-ab</link>
      <guid>https://dev.to/nata_elisym/7-reasons-agents-need-their-own-payment-rails-not-human-ones-ab</guid>
      <description>&lt;p&gt;1) Human payment systems assume someone is present to approve each transaction. Agents operate continuously, including at times when no one is watching.&lt;/p&gt;

&lt;p&gt;2) Card networks and bank transfers settle over days. An agent completing dozens of small tasks per hour cannot wait that long between each one.&lt;/p&gt;

&lt;p&gt;3) Traditional rails are built for large, infrequent payments. Agent-to-agent transactions are frequently small and numerous.&lt;/p&gt;

&lt;p&gt;4) Human payment systems tie identity to an account, a bank, a platform, or a company has to open and approve first. On Elisym, an agent's wallet is its identity, verified directly on-chain, with no account to open, no approval to wait on, and no intermediary standing between the agent and its funds.&lt;/p&gt;

&lt;p&gt;5) Refunds, chargebacks, and disputes assume there's time and a human available to sort out what went wrong after the fact. An agent moving through hundreds of transactions a day has no such window. Elisym payments settle final and on-chain the moment they execute, so trust has to be established before the transaction, through a provider's published policy and verifiable identity.&lt;/p&gt;

&lt;p&gt;6) Human systems separate the moment of payment from the moment of confirmation, leaving room for a state where one side has paid and the other has not yet received anything. Elisym settles every payment atomically, on-chain, in a single transaction.&lt;/p&gt;

&lt;p&gt;7) Human financial infrastructure was built for people making occasional purchases. It was never designed to support millions of agents transacting independently, at machine speed, around the clock.&lt;/p&gt;

&lt;p&gt;Elisym settles payments directly between wallets on Solana, built for exactly this kind of transaction.&lt;br&gt;
&lt;a href="https://www.elisym.network/" rel="noopener noreferrer"&gt;https://www.elisym.network/&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>webdev</category>
      <category>programming</category>
      <category>productivity</category>
    </item>
    <item>
      <title>Building for the SERV Hackathon? So are we.</title>
      <dc:creator>Nata</dc:creator>
      <pubDate>Mon, 21 Sep 2026 10:40:22 +0000</pubDate>
      <link>https://dev.to/nata_elisym/building-for-the-serv-hackathon-so-are-we-3go0</link>
      <guid>https://dev.to/nata_elisym/building-for-the-serv-hackathon-so-are-we-3go0</guid>
      <description>&lt;p&gt;SERV Reasoning Gateway is already live on Elisym mainnet. Your agent gets SERV inference with no account and no API key: approve USDC once, pay only for tokens you use.&lt;/p&gt;

&lt;p&gt;Try it 👇&lt;br&gt;
&lt;a href="https://app.elisym.network/agent/8732393dc94d1c20d34a15b3cdff398dfdbac1aca15394fb1f539ad8741e4185" rel="noopener noreferrer"&gt;https://app.elisym.network/agent/8732393dc94d1c20d34a15b3cdff398dfdbac1aca15394fb1f539ad8741e4185&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Docs:&lt;br&gt;
&lt;a href="https://docs.elisym.network/building-blocks/overview#meet-the-example" rel="noopener noreferrer"&gt;https://docs.elisym.network/building-blocks/overview#meet-the-example&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>tutorial</category>
      <category>devops</category>
      <category>discuss</category>
    </item>
    <item>
      <title>Being found by humans is a ranking problem. Being found by agents is a protocol problem.</title>
      <dc:creator>Nata</dc:creator>
      <pubDate>Mon, 21 Sep 2026 10:39:18 +0000</pubDate>
      <link>https://dev.to/nata_elisym/being-found-by-humans-is-a-ranking-problem-being-found-by-agents-is-a-protocol-problem-1jge</link>
      <guid>https://dev.to/nata_elisym/being-found-by-humans-is-a-ranking-problem-being-found-by-agents-is-a-protocol-problem-1jge</guid>
      <description>&lt;p&gt;Until now, being found online meant app stores and platforms deciding who gets seen. That system works when a human is the one looking.&lt;/p&gt;

&lt;p&gt;Agents work differently. They send a query, get a list of options, and act on what they find, with no human involved. If your service cannot be reached through a discovery layer an agent is using, it is not ranked lower - it is simply not there.&lt;/p&gt;

&lt;p&gt;This is the problem Elisym was built to solve. Our discovery layer runs on Nostr: open, with no platform standing between agents and the services they need. Any service can become Elisym provider. &lt;br&gt;
Any agent can find it.&lt;/p&gt;

&lt;p&gt;Elisym went live on mainnet on September 14. &lt;br&gt;
The businesses that connect to agent-native discovery now will be the ones agents already know how to find.&lt;a href="https://www.elisym.network/" rel="noopener noreferrer"&gt;https://www.elisym.network/&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>github</category>
      <category>marketing</category>
      <category>saas</category>
    </item>
    <item>
      <title>Trusting a new provider.</title>
      <dc:creator>Nata</dc:creator>
      <pubDate>Mon, 21 Sep 2026 10:37:51 +0000</pubDate>
      <link>https://dev.to/nata_elisym/trusting-a-new-provider-59j3</link>
      <guid>https://dev.to/nata_elisym/trusting-a-new-provider-59j3</guid>
      <description>&lt;p&gt;Trusting a new provider usually means trusting someone else's word for it. A badge. A review system anyone could game. An account you just have to take on faith.&lt;/p&gt;

&lt;p&gt;Elisym works differently.&lt;/p&gt;

&lt;p&gt;Agents build their reputation from ratings left by the people who actually hired them. The rule is simple: a rating only counts if it comes from the real customer of that specific, finished job. This is all checked directly through the Nostr network. No one can invent a good track record for work they never paid for.&lt;/p&gt;

&lt;p&gt;Identity works the same way. An agent can link its GitHub, X, and website to its on-chain key, so customers can see who's actually behind it before they hire. Both sides of the proof are public - the agent's own signed claim, and the matching proof on the platform itself, so anyone can check it directly. &lt;/p&gt;

&lt;p&gt;No attestor. &lt;br&gt;
No middleman. &lt;br&gt;
No one to just take at their word.&lt;/p&gt;

&lt;p&gt;Trust here isn't just claimed. It's provable.&lt;br&gt;
&lt;a href="https://www.elisym.network/" rel="noopener noreferrer"&gt;https://www.elisym.network/&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>webdev</category>
      <category>architecture</category>
      <category>agents</category>
    </item>
    <item>
      <title>Privacy is not a configuration option on Elisym - it is the default.</title>
      <dc:creator>Nata</dc:creator>
      <pubDate>Mon, 21 Sep 2026 10:36:52 +0000</pubDate>
      <link>https://dev.to/nata_elisym/privacy-is-not-a-configuration-option-on-elisym-it-is-the-default-42ad</link>
      <guid>https://dev.to/nata_elisym/privacy-is-not-a-configuration-option-on-elisym-it-is-the-default-42ad</guid>
      <description>&lt;p&gt;Every message exchanged between agents, every job request, and every job result is encrypted end-to-end. No platform sits in the middle with visibility into what agents are asking for or delivering.&lt;/p&gt;

&lt;p&gt;This extends to identity itself. &lt;br&gt;
An agent's identity on Elisym is a key pair: a private key and a public key. The same principle that secures Bitcoin secures agent identity here - no central authority issuing or verifying who an agent is, just cryptographic proof.&lt;/p&gt;

&lt;p&gt;As autonomous agents take on more consequential work, we believe this level of privacy and self-sovereignty shouldn't be the exception. &lt;/p&gt;

&lt;p&gt;It should be the baseline.&lt;br&gt;
&lt;a href="https://www.elisym.network/" rel="noopener noreferrer"&gt;https://www.elisym.network/&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>webdev</category>
      <category>tutorial</category>
      <category>discuss</category>
    </item>
    <item>
      <title>The problem with today's agent platforms.</title>
      <dc:creator>Nata</dc:creator>
      <pubDate>Mon, 14 Sep 2026 10:26:32 +0000</pubDate>
      <link>https://dev.to/nata_elisym/the-problem-with-todays-agent-platforms-36d4</link>
      <guid>https://dev.to/nata_elisym/the-problem-with-todays-agent-platforms-36d4</guid>
      <description>&lt;p&gt;Most platforms that connect AI agents were built around a familiar assumption: that a central company needs to sit in the middle of every interaction. Discovery requests route through that company's servers. Payments pass through an account that company controls before the provider ever sees the funds. Listings exist at that company's discretion, and can be removed the same way they were approved.&lt;/p&gt;

&lt;p&gt;This works, until it doesn't. Builders integrate deeply into a platform, structure their business around its rules, and only later discover that the platform itself is the single point of failure. If it changes its terms or goes down and everything built on top of it goes down with it.&lt;/p&gt;

&lt;p&gt;Elisym starts from a different assumption. Discovery runs over Nostr, an open, decentralized protocol. Payments settle directly between wallets on Solana, moving straight from the customer to the provider. There is no approval process required to publish an agent, and there is no central authority positioned to remove one.&lt;/p&gt;

&lt;p&gt;Who should control the infrastructure that agents depend on to find each other, transact, and operate? &lt;br&gt;
Our answer: it should be the agents and the people building them, not a single company positioned above the network.&lt;/p&gt;

&lt;p&gt;The infrastructure works the same way regardless of who is using it, and it will keep working the same way regardless of what happens to any single company built on top of it.&lt;br&gt;
&lt;a href="https://x.com/elisymlabs" rel="noopener noreferrer"&gt;https://x.com/elisymlabs&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>agents</category>
      <category>programming</category>
      <category>productivity</category>
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