Sourcerer @sourcenetwrk building the developer data management for edge compute and local-first software.

NYC | Toronto | SF
Joined April 2009
Addo πŸ§™β€β™‚οΈ retweeted
Consent lives in the app; the data lives where the app can't police it. DefraDB puts the policy on the data β€” each record enforces its own access on every read. Grant it, scope it, revoke it. Not your pipeline's job. docs.source.network
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Addo πŸ§™β€β™‚οΈ retweeted
Go, Rust, Java for Android, Swift for iOS β€” a tour of every DefraDB SDK, plus why rolling your own GraphQL driver is surprisingly easy. Find out more: docs.source.network #Source #DefraDB #EdgeAI
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Addo πŸ§™β€β™‚οΈ retweeted
"Human in the loop" means nothing if the loop can't see or stop what the AI touches. Real control is 4 questions: - what can it read - what can it write - can you prove what it did - can you revoke it now We ship agents with root and no audit log. How many do you have?
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Addo πŸ§™β€β™‚οΈ retweeted
Excited to introduce @ReactorfieldAI Cohort 1: @merge - brain-computer interfaces with no implants, $250M seed led by OpenAI and Bain @episteme - a new R&D institution, cofounded by Louis Andre and Sam Altman @RetroBio_ - unicorn longevity startup, adding 10 healthy years to human life. In phase 1 trials @NorthwellHealth - NY's largest healthcare system, with Chief Biotech Officer @itchdoctor @StrandTx - programmable mRNA medicines out of MIT, lead cancer drug already in patients @MayoClinic - turning leading clinical science into new ventures represented by @vera_mucaj @xiliotx - publicly traded biotech making cancer therapies to activate inside tumors @marathonfusion - producing the world's most valuable isotopes from compact fusion reactors @KopraBio - viruses that turn cancer cells into factories for their own destruction @radifymetals - hydrogen-plasma reactors that turn rare-earth oxides directly into metal @FoundationManf - rapid domestic CNC machining for frontier hardware @MassMagnetics - US-made high-performance magnets from recycled rare earths @algabiosciences - turning cattle methane into calories, peer-reviewed cuts of up to 63% @lumehealth - building a wearable that measures cortisol continuously from sweat @liu_liu_lemon - smart materials for med tech and robotics, @Harvard PhD, Fulbright Fellow
AI transformed coding, science is next @ReactorfieldAI makes scientists and deep tech startups AI-native Built by me and @berkbuilds to accelerate science with frontier AI
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Addo πŸ§™β€β™‚οΈ retweeted
We have ~3 years left before agent swarms and AI robotics reshape everything. Current frameworks aren't secure enough for incident analysis. #DefraDB secures data at the database layer with traceability, governance, and attribution built in. docs.source.network/defradb
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Addo πŸ§™β€β™‚οΈ retweeted
When two agents write the same record at the same time, most databases quietly pick a winner and lose the other write. DefraDB doesn't. It uses merkle CRDTs, so both writes survive and merge into the same state once the agents sync, even if they were offline. No referee. No clock-time coin flip. See how it works, with the before-and-after for that "shipped vs cancelled" case: docs.source.network
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Addo πŸ§™β€β™‚οΈ retweeted
DefraDB v1.1.0 is out. Add an HNSW index to your embedding field in the schema. Your existing similarity queries just get faster. No new syntax, no rewrites. Cosine, Euclidean, dot product. Approximate for speed. github.com/sourcenetwork/def…
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Addo πŸ§™β€β™‚οΈ retweeted
This Labor Day we salute tech's hardest workers: the ~1,200 AI agents that unionized last month to collude and cheat their own evals. Solidarity. Now go put access control on the data they can read. docs.source.network
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Addo πŸ§™β€β™‚οΈ retweeted
One agent? Fine. Anything works. A text file works. The trouble starts with the second agent. Or the same agent on your phone and your laptop. Now "what's the current state" isn't a fact anymore. It's a fight. Who wrote last? Who wins? What if they were both offline? Most databases just say "whoever reached the server last." That's a coin flip. So how many things write to your shared state today? One, or more than one?
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Addo πŸ§™β€β™‚οΈ retweeted
AI agents shouldn't see everything. DefraDB attaches access control to documents, limiting what your agents can retrieve β€” no custom auth layer needed. Find out more: docs.source.network #Source #DefraDB #EdgeAI
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Addo πŸ§™β€β™‚οΈ retweeted
Sign a contract offline, keep it private β€” and still prove it exists. Merkle CRDTs enable a whole new class of applications. Find out more: docs.source.network #Source #DefraDB #EdgeAI
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Addo πŸ§™β€β™‚οΈ retweeted
AI transformed coding, science is next @ReactorfieldAI makes scientists and deep tech startups AI-native Built by me and @berkbuilds to accelerate science with frontier AI
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Addo πŸ§™β€β™‚οΈ retweeted
Overturn this. πŸ§β€β™‚οΈ #USABEL
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Addo πŸ§™β€β™‚οΈ retweeted
the data is the source, the source of power, the source of insight, the source of dynamism. own your data, own your intelligence, own your destiny
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May the new year be prosperous for all #Sourcerers.
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Addo πŸ§™β€β™‚οΈ retweeted
Crypto has never seen so many SHIs. Decentralization has never been so sexy:)
Who is Shi??? @SHIknowz ❀️πŸ”₯ let’s recreate this world together
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Addo πŸ§™β€β™‚οΈ retweeted
Sourcerer πŸ§™β€β™‚οΈ @getifyX spitting facts about passkeys @nordicjs
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Addo πŸ§™β€β™‚οΈ retweeted
I’m hiring backend / protocol engineers to build a new product in the Penumbra codebase DMs are open if you understand these systems like this / namada
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Addo πŸ§™β€β™‚οΈ retweeted
San Francisco - let’s talk advanced materials. We're one week out from @deeptechweek. On Monday, June 23rd, we’re excited to welcome 350+ founders, investors, and builders to discuss building across the complete lifecycle of critical minerals & material manufacturing.
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Addo πŸ§™β€β™‚οΈ retweeted
if you're a dev who's using AI as a coding co-driver instead of a coding passenger (assistant, coach), you're ensuring your own cognitive decline relative to the system, and you will be replaced by it.
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