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Vishwajit
1.3K posts

Vishwajit
@s_v7t
currently exploring everything Agents @accel
sf/blr Katılım Aralık 2009
2.5K Takip Edilen346 Takipçiler


i'm loving this intelligence compression and self-improvement wave
here's what I'm seeing in the market as a VC @accel --
1. agent-cos will generally realize heavily compressed versions of their current models can scale really well for narrower domains
2. self-optimization can bring meaningful improvements in many domain-specific tasks
3. harness will start to be optimized around horizon-lengths as a metric
4. the above will also make production-ready auto-harness engineering possible soon (many different approaches arriving at the same conclusion at various levels (token/latent/parametric space))
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🚨 CRITICAL: Active supply chain attack on axios -- one of npm's most depended-on packages.
The latest axios@1.14.1 now pulls in plain-crypto-js@4.2.1, a package that did not exist before today. This is a live compromise.
This is textbook supply chain installer malware. axios has 100M+ weekly downloads. Every npm install pulling the latest version is potentially compromised right now.
Socket AI analysis confirms this is malware. plain-crypto-js is an obfuscated dropper/loader that:
• Deobfuscates embedded payloads and operational strings at runtime
• Dynamically loads fs, os, and execSync to evade static analysis
• Executes decoded shell commands
• Stages and copies payload files into OS temp and Windows ProgramData directories
• Deletes and renames artifacts post-execution to destroy forensic evidence
If you use axios, pin your version immediately and audit your lockfiles. Do not upgrade.
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@JayaGup10 do you think there’s something rogo, Harvey and the equivalents in other spaces (campfire in erp etc), theoretically have any means (dsl/harness/data) that could extend their half-lives?
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Went to dinner w a bunch of people that work in PE and all use Rogo, Harvey, and now Claude.
Today, Rogo adds highest value since better citations and can actually upload everything into context window / better accuracy.
As Claude is able to do those things, they think they will churn Rogo / Harvey like they churned Perplexity, but it’s quite far away from there yet (esp bc of context window for them)
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Thank you for this, Will. Instantly reminded me of Iain M. Banks’ The Player of Games.
Both critique cultures that obsess over predetermined endings while undervaluing the creative, uncertain middle (where real craft, surprise, antifragility, and meaning actually live).
Mastery without ongoing struggle eventually feels empty. Roadmaps can’t (and shouldn’t) be too tidy.
In the book, Gurgeh (bored by perfect endgames) finds depth in Azad, the empire’s brutal, hierarchy-encoded game. He wins by ignoring the forcing of a scripted win, by playing fluidly and openly, thriving in the complexity where endpoint obsession makes the empire brittle.
Highly recommend the book (& the Culture series)
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@paulfinneyx @sanctuaryparc @spacekayak need more avant-garde third-spaces like this to seed the next renaissance
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Our thirdspace for founders, builders, hackers, filmmakers, and creatives is ready @sanctuaryparc
opening early March 2026

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Someone needs to build a company around Customer Context Graph.
Collect all the threads – emails, meeting transcripts, slack messages, contracts, deliverables, detail, info, and config – from your customers into context that can be explored and queried by agents.
This info is scattered between CRMs, ticketing systems, note takers, product, landing pages – it's inherently cross platform information. You need a new solution. Kind of how Segment did it trad SaaS apps.
With this context, you can fire up Claude Cowork or similar for ad-hoc work or build extremely powerful agent automation flows. Expose the context as skills, MCP, and file system.
Even better if you build it as open-source with a hosted option so people can take it on-prem as needed. Create a connector ecosystem around it. This will power every single next-gen AI-native full-stack business.
Sort of like the context graph (@ashugarg @JayaGup10 ) that has been discussed recently but I'm thinking something very concrete: "Get me all the context about this particular customer."
A customer-level, cross-system context substrate that agents can explore and act on
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@saranormous What would you say are some new dynamics in GTM/product-dev motion of early stage ai-SaaS companies that most investors are don’t understand well?
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2 new year drops
@0xv7t/note/p-183307288" target="_blank" rel="nofollow noopener">substack.com/@0xv7t/note/p-…
v7t.space/writing/views-…
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