Sachiv C
105 posts


HIRING | Freelance Full-Stack Developer | Remote
at Outlier AI
One of the most interesting remote opportunities right now for developers who want to work at the intersection of software engineering and AI.
This role is not about building another CRUD app.
You’ll help improve how next-generation AI systems write, debug, and reason about code using real-world engineering workflows.
What You’ll Work On
• Evaluate and debug AI-generated full-stack applications
• Review APIs, database logic, and frontend/backend flows
• Improve architecture, code quality, and performance
• Write structured technical feedback that helps AI systems reason better
Role Details
• Fully Remote & Flexible
• ~20 hrs/week commitment
• Compensation: $16.50 to $27.50/hour
• No prior AI experience required
Skills They’re Looking For
• React, Node.js, Python, Java, C++, APIs, databases, or similar technologies
• Strong debugging and system-level thinking
• Curiosity about how AI systems learn and improve
What makes this role stand out is the impact.
Your work won’t just fix bugs. It will directly influence AI systems that millions of developers may use in the future.
Interested candidates can directly reply to this post, and the application link will be shared in your DM 👇🏻

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Sachiv C retweetledi

Oh wow, quite shocking indeed lol
- Influencers are getting paid now to badmouth opensource models (which are mostly Chinese)
Choose who you follow and trust wisely in the AI space
P.S. Opensource AI winning must be really scaring them

Ahmad@TheAhmadOsman
Please ignore these accounts that are trying to tell you that opensource is lagging behind / dying and things are dire lol They’re not being faithful, some of them might even be trying to secure a job at Anthropic / OpenAI or whatever
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Sachiv C retweetledi

The Never Ending Lore of Harness w/@Vtrivedy10⚡️
Viv brought some amazing perspective around harness design, evals, file systems, RL Envs and so much.
0:00:00 - INTRO
0:03:30 - PhD at Temple University
0:12:42 - Lockheed Martin and @MeekMill lore
0:16:18 - Building at @LangChain, DeepAgents, R&D in Open Source
0:25:09 - Secret behind Harness Design, Filesystem as most Foundational Harness Primitive
0:42:25 - Trajectories for Continual Learning, Where and Where "NOT to" RL, Skills and Context Rot
0:56:30 - Harness Engineering: OpenClaw and Hermes, Why you might don't need a Claw, Custom Harnesses, Quick Fire (@skeptrune lore)
01:12:15 - Meta-Harness, Self-Improvement Loop, Simulation-as-a-Service, RL Envs (Computer-Use, Long-horizon)
01:28:30 - Advice to anyone 20yo / starting out college
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Sachiv C retweetledi

We're open-sourcing FlashKDA — our high-performance CUTLASS-based implementation of Kimi Delta Attention kernels. Achieves 1.72×–2.22× prefill speedup over the flash-linear-attention baseline on H20, and works as a drop-in backend for flash-linear-attention.
Explore on github: github.com/MoonshotAI/Fla…
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Sachiv C retweetledi
Sachiv C retweetledi

Are you kidding me @ycombinator ? Thought of applying YC Startup School India event! The first question is test scores?
You guys aren't hiring McKinsey consultants? are you?
2nd question: The Entrepreneurship Clubs that I was part of ?
Which IIT or Ivy League Kid created this form?

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i grew my app to 500k users and sold it
now i want to help you do the same
so i joined @formacity to build products
designed to take founders from 0 to 1
comment "bet" if you want access
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We are organising hackathons very soon,
Prize pool :- 125000 INR (1400 USD)
Objective: finding developer who use AI to build crazy product.
- also we will give internship / full time
Follow me for more updates. And also reply ‘HACKS’ for earlier seat.
We have limited 500 people participating capacity.

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Sachiv C retweetledi

Alright mfs, just crafted a banger
How we took a client from a $3K/mo "AI guy" to $100k/mo+ by landing $35K/mo deals with Fortune 500s like BCG, Coca-Cola, BMW in under 6 months
Full 17-page breakdown of the exact repositioning framework + how you can apply it
(even if you’ve got zero case studies)
RT + follow & comment "Doc" and I'll send it

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bio/acc playbook
1. DECENTRALIZE BIOPOWER
Leverage decentralized networks for secure data storage, transactions, and crowdfunding to form global collectives that fund, coordinate, and monetize indie scientific research—bypassing legacy gatekeepers. Forge network states with fresh regs for safe, open clinical trials.
2. ENGINEER ETHICAL EVOLUTION
Embed biosafety and accountability via smart contracts: immutable ledgers for privacy-preserving data with selective sharing. Communities flag pathogenic genes and enforce safeguards. Automate failsafes and governance through encryption, onchain voting, and consensus—fueling innovation under transparent, crowd-ruled standards.
3. ALIGN WITH ECOLOGICAL BLUEPRINTS
Fuse biotech with ravaged ecosystems we've exploited to the edge. Adopt biomimicry: mimic nature's designs, processes, and systems. Open-source intelligent life forms that devour plastic, scrub CO2, and boost plant growth.
4. HACK HEALTH, CLAIM MIND-BODY LIBERTY
Declare every sentient being's unalienable right to mod their minds and bodies—tweaking neurochemistry and cognition on their terms. Roll out open tools for safe self-experiments with nootropics and psychedelics: from DIY brain-computer interfaces to decentralized patient data hubs. Democratize longevity to counter population crashes.
5. OPEN-SOURCE SCIENTIFIC AI, SPREAD THE WEALTH
Create a global commons for genomes, drug blueprints, and protocols via decentralized IP models powered by zero-knowledge proofs—ensuring equitable sharing of collective smarts, not elite hoarding. Log digital and physical science on distributed file systems. Life's code is public domain, not a vaulted secret.
6. ACCELERATE SUPPLY CHAINS
Build direct-to-consumer pipelines to slash costs and timelines. Link global biomanufacturing into open markets for fresh innovations, generics, and treatments. 3D-print molecules on-demand, locally.
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AI can definitely run physical experiments in the lab now. Building out a full workflow here with @BioProtocol - from AI designed discovery to automated cloud lab
Jason Kelly@jrkelly
AI can run physical experiments in the lab now.
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We’re hiring more AI engineers and agent developers at @BioProtocol and @Molecule_sci
Also looking for scientists interested in battle testing our agentic science models
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Shout-out from @paulkhls from @BioProtocol to our DAO and Clinicians working on Data collectino and AI !!
Thanks @DeSciNews for the Interview!
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