Vaishnavi

AGENTS ARE SMART. BUT THEY CAN'T REMEMBER ANYTHING not because they're broken. because nobody gave them a real place to store knowledge kiwifs is that place it's a knowledge server one go binary, no config, no database setup agents write files with `cat` humans read them in an obsidian-style wiki....git versions everything automatically you don't teach your agent a new api..it already knows the filesystem...that's the whole idea search is built in, mcp support is built in, wiki links, graph view, backlinks all in the ui...every write is a git commit with a full audit trail teams are using this to replace confluence...agent builders are using it to give their llms persistent memory that actually compounds over time one folder...agents write...humans review...nothing gets lost github.com/kiwifs/kiwifs

Language Models Interview Handbook drive.google.com/file/d/1SikCWx…

CLAUDE CODE IS BURNING YOUR TOKENS BEFORE YOU TYPE A SINGLE PROMPT every session opens blank you re-explain your stack. claude re-reads your files. and somewhere around the 20,000-token mark, it finally knows what you're building that's just orientation before actual work someone built a free fix for this and measured the difference the setup has two parts: → graphify - generates a json map of your codebase. claude reads the map, not the files. same orientation, a fraction of the tokens → obsidian as a second brain - you log decisions, architecture notes, open tasks. claude reads it at session start via CLAUDE.md.. no catch-up needed the result they measured: ~20,000 tokens per session down to ~280 for orientation alone that's a 71.5x reduction nothing to pay for everything's in the readme github.com/lucasrosati/cl… if you use claude code daily, this changes how you work.

@byteHumi @Prasanjit_ui I vote for @sahilcodex

Here are the top 14 picks for the weekend challenge (winners will be picked soon) vote for your fav. project in case of a tie we will have 2 winners for the 1st prize 👀 > ditherit.runable.site by @Prasanjit_ui ( turns any image, video, or GIF into stunning dithered dot art or ASCII art ) > aria.runable.site by @dpratyush02 ( control your laptop hands-free with voice ) > auralytics.runable.site by @dhruvtwt_ ( open source Ahrefs, built in tools for seo ) > overtrust.runable.site ( a CLI that scans your code to find where secrets might be exposed and who/what can access them ) > nestdoc.runable.site by @d4rsh_tw ( all built-in day to day tools needed in one place ) > linkedin-cringe.runable.site by @NehraWorkss ( LinkedIn Cringe Translator +1 for the good UI ) > loaderfest.runable.site by @sahilcodex ( loader library with builtin shadcn cli install + Docs) > listento.runable.site by @adityadotdev ( create session rooms and enjoy music with friends ) > civicsafe.runable.site by @Bhavyaztwt ( A safety awareness + route planning tool for women in Jaipur ) +1 for the concept > moviefilx.runable.site by @sahilcodex ( watch any movie for free with rec algo + bookmarks ) > rural-caftan175.runable.site by @imdevPU23 ( scrapes X and github and gives you shareable beautiful profiles) > seorun.tech by @athrix_codes ( full end to end ahref tools ) > swollen-operator713.runable.site by @craft_withcode ( generate captions for your videos with built in editor) > growing-arson527.runable.site by @samirande_ (swipe different projects like tinder/bumble) it was a fun weekend, guys, don't be sad if your project didn't make it this time, we will have more challenges in the coming weeks

Anthropic doesn’t hire freshers..? I went through their entire careers page... almost every role...? minimum 8–10 years of experience.... no junior engineers... no mid-level roles... no new grad programs the company building the "safest AI" only trusts people who've spent a decade in the field..?

SOMEONE BUILT AN ALTERNATIVE TO CLAUDE CODE opencode - an open source coding agent that does everything claude code does... but without the lock-in It lets you run with claude, openai, gemini or local models... swap anytime... no permission needed and that's just the start 100% open source.. audit it, self-host it, customize it. out-of-the-box LSP support client/server architecture run on your machine, drive it from your phone two agents: build mode for coding, plan mode for thinking before touching anything install in one line: curl -fsSL opencode.ai/install | bash github.com/anomalyco/open…

A 13-YEAR-OLD SOLVED A CODEFORCES 800-RATED PROBLEM IN SECONDS He opened the problem..most would still be reading it he was already done here’s what actually happened: Claude Code read the task understood the logic wrote the solution ran the tests Codeforces 1971A..print the smaller number first, then the larger simple problem...instant execution this isn’t about speed...it’s about workflow read → prompt → verify → ship he didn’t skip learning he just learned a different layer of it but the signal is clear: the next generation won’t be judged on “can you write every line” they’ll be judged on “can you think clearly enough to guide the machine" that’s the real skill gap now.

THE ONLY API LIST YOU'LL EVER NEED every dev has googled "free api for my project" at 2am this repo ends that search public-apis is a community-curated directory of hundreds of free apis across every category you can think of ▫️ animals, anime, blockchain, finance, weather ▫️ machine learning, security, government data ▫️ sports, music, food, jobs, transportation ▫️ and 40+ more categories no auth? no cost? no problem most of them need zero setup to start building a side project, a portfolio app, or a micro-saas..? this is your starting point 431k stars....47k forks...maintained by the community since forever github: github.com/public-apis/pu…

60 popular leetcode problems & solution for MAANG coding interview preparation drive.google.com/file/d/11Ez-hB…

This is a good reality check AI doesn’t need to be crazy to be useful

Nate Herk just dropped the most insane free resource on building an AI Operating System inside claude code youtu.be/bCljOfCH8Ms?si…

CLAUDE-ADS JUST CHANGED HOW AD AUDITS WORK a claude code skill that runs a full paid ads audit for you no agency needed. no manual checks. ▫️ 250+ audit checks across google, meta, youtube, linkedin, tiktok & more ▫️ spawns 6 parallel subagents to analyze everything at once ▫️ generates a 0–100 ads health score with fixes ranked by priority ▫️ pdf report ready for client delivery ▫️ industry templates for saas, ecom, healthcare, b2b, and more install in one line: `/plugin install claude-ads@agricidaniel-claude-ads` then run `/ads audit` → paste your data → get the full breakdown this is what $5k/month agency audits used to cost. github: github.com/AgriciDaniel/c…

APACHE KAFKA IS THE BACKBONE OF MODERN DATA INFRASTRUCTURE and after 10+ years, it's still the default choice for event streaming at scale LinkedIn built it... Netflix, Uber, Airbnb & thousands of others adopted it...there's a reason it never got replaced here's why it became the standard: ▫️ high-throughput, low-latency message streaming at massive scale ▫️ fault-tolerant and durable messages are persisted and replicated ▫️ producers, consumers, connectors, and streams all in one ecosstream ▫️ Kafka Connect for integrating databases, cloud storage, and external systems ▫️ Kafka Streams for real-time processing without a separate framework and with KRaft mode ZooKeeper is finally gone...kafka now manages its own metadata, making deployments simpler & more scalable than ever one docker command to get started: docker run -p 9092:9092 apache/kafka:latest if you're building data pipelines, event-driven architectures or real-time analytics this is still the backbone github.com/apache/kafka

Harvard University FREE Resumes & Cover Letters Templates drive.google.com/file/d/1n7o57q…

WHAT IF YOUR ENTIRE CODEBASE FIT IN ONE MESSAGE..? not a folder... not a zip... not 47 copy-pasted files one clean, ai-ready file that's exactly what repomix does run this in your project: `npx repomix@latest` it packs your entire repo into one file & hands it to claude, chatgpt, gemini whatever you use. then ask anything: ▫️ refactor this whole codebase ▫️ find security issues ▫️ generate docs for every function ▫️ write tests for all edge cases your ai finally sees the full picture not fragments... not context... the whole thing github.com/yamadashy/repo…

@btwiambot Python

What is the underrated languages in Tech I will start 👇🏻

Deep Learning Cheatsheet Ebook drive.google.com/file/d/1h15VKs…

AN AI FOUND A LINUX ZERO-DAY IN 60 MINUTES THAT HUMANS MISSED FOR 9 YEARS somewhere in 2017, a kernel dev stared at their screen and made a call reuse the buffer... it's faster...it's cleaner... it makes sense they shipped it... moved on... never thought about it again nine years passed thousands of engineers read that code...nobody caught it then theori ran one prompt gave their AI, xint code, one target. walked away an hour later it had the bug 4 bytes... that's the entire exploit surface 4 bytes in the wrong place and any user on any linux box owns the machine the engineer who wrote that line in 2017 made a completely reasonable decision that's what makes this scary not malice...not laziness... just a small optimization that hid a fatal flaw for nine years and an AI found it in sixty minutes xint.io/blog/copy-fail…

SOMEONE BURNED $6,000 OF CLAUDE USAGE OVERNIGHT WITH ONE COMMAND here's exactly what happened & how to never repeat it: the culprit..? a single /loop command set to check open PRs every 30 minutes it ran 46 times unattended overnight on claude-opus the part most people miss: ▫️ every api call sends your ENTIRE conversation history ▫️ turn 1 = a few hundred tokens ▫️ turn 46 = 800,000 tokens ▫️ prompt cache expires after ~5 minutes of inactivity ▫️ so every 30-min loop iteration re-caches the full context at full write price by hour 20, each loop was paying to re-cache 800K tokens from scratch.. the actual PR check was a rounding error

GOOGLE BUILT THIS INTERNALLY FOR 15 YEARS BEFORE OPEN SOURCING IT kubernetes wasn't built in a hackathon it was built from "borg" google's internal system that ran gmail, search, & youtube at scale while the rest of the world was manually managing servers and praying nothing crashed at 3am… google was already running millions of containers, self-healing infrastructure & zero-downtime deployments...silently for over a decade they figured out how to schedule workloads across thousands of machines like it was nothing then in 2014 they open sourced it. renamed it kubernetes...greek for "helmsman" the one who steers the ship and the industry never looked back today it's the backbone of how every serious company deploys software: ▫️ auto-scaling under traffic spikes ▫️ self-healing when containers crash ▫️ rolling deploys with zero downtime ▫️ runs on every major cloud one repo...runs the internet github.com/kubernetes/kub…