Muhammed Aslan @MuhammadAslan99

Cloudflare open-sourced the security audit skill that seeded its own vulnerability hunting harness. Your coding agent can now run it on your code. How it works, in 6 phases: → maps your codebase → hunts for bugs area by area so nothing gets skipped → sends every finding to a fresh agent that didn't find it, to confirm it's real → writes structured results → verifies each record again, independently → writes the final report You get a findings file split into confirmed, needs validation and rejected, so you fix the real problems first. Install: npx skills add github.com/cloudflare/sec… --skill security-audit Then open your agent in your project and type: "security audit this codebase" MIT licensed, 31.3K stars.

THIS IS A PURE F*CKING GOLDMINE Anthropic just shared the sharpest trick for Claude Code The idea: let Opus 5.5 write the plan as a script, and swarm the new Haiku 5.5 in parallel Huge sweeps with zero Opus burn: the script holds the loop and Opus only sees the final diff You just launch Claude Code like this: claude --model opus --effort ultracode here's the split: → Opus 5.5 turns your objective into an executable workflow script → Haiku 5.5 swarms every file in parallel at 340 tok/s to extract candidates → Sonnet 5.5 patches each fix and cross-checks findings in its own isolated copy → you stop burning Opus context on a hundred agent transcripts Opus only shows up at three moments: → authoring the workflow script before the run → reading verified findings after the swarm finishes → signing off before anything ships to git Opus plans · Haiku scans · Sonnet ships JEV engineering is the same move one layer down: the forks that need no thinker (which file, which tool, retry or stop) go to JEV in milliseconds, and the big models only see the ones that split the full tree > Opus 5.5 runs the main session and writes workflow.js > pipeline() fans out the new Haiku 5.5 to audit every file > parallel() schema validators drop false positives in V8 > Sonnet 5.5 patches each fix in an isolated worktree > verify cross-checks all diffs before reporting > Opus 5.5 reads only what survived verification > JEV routes micro-forks in milliseconds paste the tree and this prompt into Claude Code ↓ "Rebuild my Claude Code setup around this tree: 1. Run the main session on Opus 5.5 with ultracode on 2. In every workflow, run read-only scan stages on the new Haiku 5.5 and edit stages on Sonnet 5.5, each edit in its own isolated copy 3. Add one rule to CLAUDE.md: every finding gets an independent verifier agent before it's reported, and fix loops stop after two rounds with no progress 4. Route fast deterministic forks (tool choice, path selection, retries) through JEV Show me every change as a diff first, no edits until I say go" ↳ code.claude.com/docs/en/workfl… save it, it'll come in handy

mirku @mirku21

a month ago

x.com/i/article/2098…

29 78 680 2.1M 2K

Andrej Karpathy: "Prompting is going away. Delete everything, keep Graph." In 1 hour he explains how to build Graphs, and why it's the only thing that will be left standing at the end LLMs → Prompts → Agents → Graphs a prompt gets you one answer and forgets the job an agent finishes the job and forgets what it learned a graph saves every finished job and turns it into the starting point for the next one watch it today then save the full guide on Graphs below before everyone catches up ↓

Hanako @hanakoxbt

2 months ago

x.com/i/article/2091…

87 377 3K 10.1M 10K

I JUST CANCELLED ALL OF MY CHATGPT SUBSCRIPTIONS. OpenAI just scammed everybody and BridgeMind is now starting a boycott against OpenAI. They cut the usage in half yesterday and said better efficiency makes up for it. This is a lie. GPT 6.1 Sol is just GPT 6 Sol with RL to look better on benchmarks. If we keep paying, Anthropic and every other lab will follow. Cutting usage is profitable for them. Do not let OpenAI get away with this.

@bridgemindai Yes absolutely

@thsottiaux And also he was do over 110 pull request and all review's and merging he was do it

@thsottiaux The token usage its too high or have a problem 1 day with low tasks I've got use 95% of my 100$ plan and iam working on 100$ claude plan and I've working over 5 days over 9 hrs and iam only take 60% of my usage with full opus 5.5 model and he is create over 3 sub agents for task

@chelebyy çok iyimiş hocam

@thsottiaux We need reset @thsottiaux

SpaceXAI and the Grok @bot team are letting me give away free Ultra Plans ($200) to people who reply below. Grok Bot has been so fun to use, here are a couple use cases I'm using right now: 🔶 Family Bot - helps me manage all of my kids' school and after-school stuff. I get like 5 emails per day for this. 🔶 Item Seller Bot - I take pictures of stuff in my house and my bot creates listings (FB Marketplace for example) and manages the sale end to end. Reply below and I'll DM you with a code!

@MatthewBerman @bot I’m interested please 🙏

@altudev @muratcan hemen deniyoruz

styles.refero.design - High-quality DESIGN .md examples for AI agents vibeindex.dev - Directory of tools for vibe coders ui.aceternity.com - React component library for beautiful landing pages animejs.com - Open-source all-in-one JavaScript animations minimal.gallery - Web design inspiration

@thsottiaux where is the monday reset 😓

Claude Code can use your iPhone! 📲 Introducing: phone-harness > Automate any iOS app like a human > native iPhone control → no API, no jailbreak > Connect once, control anytime Setup in one prompt. Try it now! ↓

chatgpt.com/?promo_campaig…

2 aylık plus planına indirimi kaçırma Link 👇👇👇

@altudev OMG damn

@altudev This is not possible iam sad to see that iam just going to subscribe 🥲 @Kimi_Moonshot

@TugserOkur nodestoryai