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A deck gets two minutes and a yes-or-no. Almost never the why. That silence is where founders and investors lose each other. EvalLens is the read in between.
We ran it live for the first time on Friday, at Startup A2 Hub in Nha Trang. Five teams, six dimensions. An AI panel scored every deck. Then the room made the call together. AI prepares the analysis. People decide.
We booked two hours. Everyone stayed three! A venture fund signed an LOI to test us on their deal flow. One founder started rebuilding their pitch for pre-seed. Both sides, one table. (Every team also took home a commemorative Bitcoin and Ethereum souvenir coin. A keepsake, not the real thing.)
Your turn. Send your deck. We run the same six-dimension read and show you where it lands and where it leaks. Your first run's on us!
We ran it live for the first time on Friday, at Startup A2 Hub in Nha Trang. Five teams, six dimensions. An AI panel scored every deck. Then the room made the call together. AI prepares the analysis. People decide.
We booked two hours. Everyone stayed three! A venture fund signed an LOI to test us on their deal flow. One founder started rebuilding their pitch for pre-seed. Both sides, one table. (Every team also took home a commemorative Bitcoin and Ethereum souvenir coin. A keepsake, not the real thing.)
Your turn. Send your deck. We run the same six-dimension read and show you where it lands and where it leaks. Your first run's on us!
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When AI agents run terminal commands autonomously, local workstations become an unmonitored supply chain vector.
SafeDep addresses this with PMG, an open-source Go proxy. It intercepts
Founder Abhisek Datta hits a real pain point, but local proxy wrappers carry inherent friction: resolution latency annoys developers, and the threat feeds can be built natively by registries.
Backed by $350K from Grayscale Ventures and Transpose Platform Management, SafeDep has 450 GitHub stars but zero monetization. A free terminal wrapper is handy, but turning it into a paid security platform before registries replicate it is the hard part.
🎯 49/100 · SWOT, competitors & risks →
SafeDep addresses this with PMG, an open-source Go proxy. It intercepts
npm, pnpm, and pip commands to enforce dependency cooldowns and check threat APIs before packages hit disk.Founder Abhisek Datta hits a real pain point, but local proxy wrappers carry inherent friction: resolution latency annoys developers, and the threat feeds can be built natively by registries.
Backed by $350K from Grayscale Ventures and Transpose Platform Management, SafeDep has 450 GitHub stars but zero monetization. A free terminal wrapper is handy, but turning it into a paid security platform before registries replicate it is the hard part.
🎯 49/100 · SWOT, competitors & risks →
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EvalLens × Crypto Executives: partnership signed!
Big one for us. Crypto Executives - the largest crypto C-level community in the world - becomes an official distribution partner of EvalLens.
If you don't know CE yet: advisory that takes founders to fundraise-ready, a deal flow board, demo days, a marketplace with 300+ KOLs. A network where hundreds of decks a year change hands - and where speed decides.
Huge congrats to the CE team, our team and community! Thrilled about this one! Here's to a juicy partnership🤟
Meet Crypto Executives:
📲 Crypto Executives X
🛜 cryptoexecutives.io
Big one for us. Crypto Executives - the largest crypto C-level community in the world - becomes an official distribution partner of EvalLens.
If you don't know CE yet: advisory that takes founders to fundraise-ready, a deal flow board, demo days, a marketplace with 300+ KOLs. A network where hundreds of decks a year change hands - and where speed decides.
Huge congrats to the CE team, our team and community! Thrilled about this one! Here's to a juicy partnership
Meet Crypto Executives:
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Chaining separate databases for vector search, full-text, and ACID transactions is the default friction when building AI agent memory. Datalevin attempts to solve this by consolidating Datalog queries, search, and vectors into a single embedded engine.
Creator Huahai Yang spent 6 years reaching 1.0, stitching together open-source primitives like
The friction-free integration is tempting, but the risk is structural. Maintaining a custom LMDB fork as a solo maintainer creates steep overhead, while deep ties to the Clojure ecosystem cap adoption before broader dev stacks notice it.
Is an integrated substrate worth building on if its foundation depends on a custom fork?
Full analysis here →
Creator Huahai Yang spent 6 years reaching 1.0, stitching together open-source primitives like
usearch, llama.cpp, and DLMDB—a custom fork of LMDB—into a unified data substrate.The friction-free integration is tempting, but the risk is structural. Maintaining a custom LMDB fork as a solo maintainer creates steep overhead, while deep ties to the Clojure ecosystem cap adoption before broader dev stacks notice it.
Is an integrated substrate worth building on if its foundation depends on a custom fork?
Full analysis here →
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The worst bug in a multi-agent setup isn't a thrown exception—it's an agent silently changing its routing decisions after a minor prompt tweak.
AgentPulse offers an open-source, local-first fix for this exact gap. Designed for frameworks like LangChain and LangGraph, it correlates behavioral drift across execution runs, mapping shifts in agent handoffs directly to prompt, model, tool, or config updates.
The issue is scale: storing and diffing complex multi-agent execution runs locally brings heavy compute and storage overhead. And because context-diffing relies on standard observability data, established monitoring platforms can easily ship the same cross-version comparison as a minor feature update.
Can local context diffing survive as a standalone product once incumbent platforms notice the gap?
SWOT, competitors & risks →
AgentPulse offers an open-source, local-first fix for this exact gap. Designed for frameworks like LangChain and LangGraph, it correlates behavioral drift across execution runs, mapping shifts in agent handoffs directly to prompt, model, tool, or config updates.
The issue is scale: storing and diffing complex multi-agent execution runs locally brings heavy compute and storage overhead. And because context-diffing relies on standard observability data, established monitoring platforms can easily ship the same cross-version comparison as a minor feature update.
Can local context diffing survive as a standalone product once incumbent platforms notice the gap?
SWOT, competitors & risks →
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Evening digest
Nvidia CEO Jensen Huang warns AI leaders against doomsday rhetoric
In an interview with Axios, Huang stated that industry leaders are unnecessarily scaring the public and argued that the mission to alert the world to AI's capability is already complete.
The upcoming MCP specification removes protocol-level sessions
Scheduled for release on July 28, 2026, the update transitions servers toward a stateless architecture while adding native support for tasks, extensions, caching, and trace context.
Okta releases an official MCP server for Claude
Okta MCP connects the identity management platform to Claude, enabling agents to handle user provisioning, group audits, password resets, and suspicious login investigations.
Anthropic API endpoint accepts standard OpenAI client library calls
By setting the base URL to Anthropic's endpoint and providing an Anthropic API key, developers can route requests through the OpenAI Python library to query Claude models directly.
🚀 Notable startups
Chalk: a Mac app for technical diagrams with a built-in MCP for Claude — Hi HN, we are Marcos and Harrison, cofounders of Palmier ( https://palmier
threadfork – AI meeting notes that run on your Mac — As a privacy and security engineer for the past nine years, I’ve probably done close to 1000 privacy and security risk assessments
Where's Tiny? — A new hidden-character puzzle every day
Ledger One — invoices & agreements — Freelance invoices + contracts in one place, $5/mo
A platform for objective developer skill assessment (MVP) — Hey, I would like to show you my project, but it's difficult because it only works with a registration, so I explain the concept to you
Collecte MTL – niche web app to know Montreal waste collection schedule — I know it should be useful to very few people from here, but I'll be happy if it helps one person :) Collecte MTL is a web app (iOS version waiting for Apple review) to know waste collection sche
FreeWWW Encoder Decoder — Encode and decode text across seven popular formats
Nvidia CEO Jensen Huang warns AI leaders against doomsday rhetoric
In an interview with Axios, Huang stated that industry leaders are unnecessarily scaring the public and argued that the mission to alert the world to AI's capability is already complete.
The upcoming MCP specification removes protocol-level sessions
Scheduled for release on July 28, 2026, the update transitions servers toward a stateless architecture while adding native support for tasks, extensions, caching, and trace context.
Okta releases an official MCP server for Claude
Okta MCP connects the identity management platform to Claude, enabling agents to handle user provisioning, group audits, password resets, and suspicious login investigations.
Anthropic API endpoint accepts standard OpenAI client library calls
By setting the base URL to Anthropic's endpoint and providing an Anthropic API key, developers can route requests through the OpenAI Python library to query Claude models directly.
🚀 Notable startups
Chalk: a Mac app for technical diagrams with a built-in MCP for Claude — Hi HN, we are Marcos and Harrison, cofounders of Palmier ( https://palmier
threadfork – AI meeting notes that run on your Mac — As a privacy and security engineer for the past nine years, I’ve probably done close to 1000 privacy and security risk assessments
Where's Tiny? — A new hidden-character puzzle every day
Ledger One — invoices & agreements — Freelance invoices + contracts in one place, $5/mo
A platform for objective developer skill assessment (MVP) — Hey, I would like to show you my project, but it's difficult because it only works with a registration, so I explain the concept to you
Collecte MTL – niche web app to know Montreal waste collection schedule — I know it should be useful to very few people from here, but I'll be happy if it helps one person :) Collecte MTL is a web app (iOS version waiting for Apple review) to know waste collection sche
FreeWWW Encoder Decoder — Encode and decode text across seven popular formats