infra @cohere, prev @twitter, @azure (Azure Kubernetes Service)

Joined October 2014
the moat is the friends we vendor locked along the way
there is no moat
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lebron leaving cleveland moment
👀 Thariq Shihipar (@trq212) has left Anthropic.
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We replaced Raft with a JEV-style decision model. Consensus is fundamentally a reasoning problem. Why rely on deterministic leader election when a model can evaluate each node's leadership potential? We've replaced quorum with confidence scores. Write throughput dropped 99.98% but the cluster is finally making informed decisions.
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being bullish on harnesses is just being bearish on model progress
Caring a lot about harnesses rn feels similar to caring about tabs vs spaces
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the entire YC batch is now pivoting to cybersecurity
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triangle man discovers pi geometry is so back
Pi is one of the coolest projects in the AI world today. I'm on their team. Giving developers and companies choice of model, control over the runtime, data, skills, plugins… Excited to have great support on @vercel: vercel.com/blog/making-every…
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the final CVE has been discovered thank you all for your service
Thankfully I think that’s about it for the security vulnerabilities and we probably won’t find any more
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🚨 JFrog Security Research has identified a supply-chain attack involving malicious code in the LiteLLM 1.107.0 PyPI release. Avoid this version and investigate environments where it was installed or executed. More details will be shared soon in our blog post.
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every code comment is now trying to be a fortune cookie
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the entire AI industry is just a very expensive rediscovery of grep
We tested 25 approaches to MCP tool search, including decision models, LLMs, and embeddings. Our benchmark runs 150 search queries against 536 tools. We settled on weighted BM25 with a few normalization rules. Fast, local, no model or API calls.
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huge day for the company that invented web search
We’re partnering with Google Cloud to power Gemini agents with data from the web and beyond. Through Alexandria, agents get the live web plus official data providers and specialized indexes in one place. firecrawl.dev/integrations/g…
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the agents make the decisions. i attend the postmortems.
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ZDR used to mean something pretty specific but now you have to decipher a maze of documentation and fine print around request logs, abuse monitoring and everything else just to figure out what the guarantee actually covers every Bedrock docs page I read somehow left me with more questions
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the best harness benchmark is how much of the harness you can delete
In harness engineering, open source means free distribution. There is almost no way to defend software in this domain unless the software contributes to model quality. In that case, software is eaten up by the model so quickly that you delete it all eventually.
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objectively the most elite way to send money imagine needing a startup to send your friend 20 bucks
This quoted post is unavailable.
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one of the amusing things about AI is that infra and security spent a decade getting everyone off long-lived static API keys and onto short-lived tokens then OPENAI_API_KEY happened and we collectively forgot all of it I get that managed identity and OAuth are harder but we really did speedrun back to secrets in .env
🚨 Confirmed. OpenCode hacked. Keys stolen. Telling customers to revoke.
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why is everyone saying “taste” all of a sudden did I miss a paper or something
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You’re right. That was my mistake. Anyway, I’ve opened 14 files, spawned 6 subagents, written a 2,300-token implementation plan and asked one agent to challenge the premise of the one-line change.
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