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Khairallah AL-Awady

@eng_khairallah1 • 79,719 subscribers

building AI agents, LLMs & vibe coding | angel investor | ai & onchain research

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this is f**king dangerous A normal American student just bought an iPad and Mac Mini for $2,200. Connected them to his MacBook. Three computers on one desk - dorm roommates thought he was mining crypto. He just set up the automation and went to sleep. In the morning the system had already processed hundreds of leads, written personalized emails to each one and filled the CRM without a single touch. The team that did this before him- cost $7,000 a month He paid $2,200 once. There are 360 million companies in the world and 310 of them still pay people for what a machine does better. And only 100,000 people on the planet know how to use AI and set this up.

this is f**king dangerous A normal American student just bought an iPad and Mac Mini for $2,200. Connected them to his MacBook. Three computers on one desk - dorm roommates thought he was mining crypto. He just set up the automation and went to sleep. In the morning the system had already processed hundreds of leads, written personalized emails to each one and filled the CRM without a single touch. The team that did this before him- cost $7,000 a month He paid $2,200 once. There are 360 million companies in the world and 310 of them still pay people for what a machine does better. And only 100,000 people on the planet know how to use AI and set this up.

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this is f**king dangerous someone ran GPT-5.6 Sol and Claude Fable 5 side by side. same prompt. same task. one shot each. both nailed it first try. Sol just finished faster. nobody expected that. Fable 5 was supposed to dominate long reasoning without competition. you have less than 24 hours to set this up as this takes away 20% of your usage limit save and bookmark it no matter what

this is f**king dangerous someone ran GPT-5.6 Sol and Claude Fable 5 side by side. same prompt. same task. one shot each. both nailed it first try. Sol just finished faster. nobody expected that. Fable 5 was supposed to dominate long reasoning without competition. you have less than 24 hours to set this up as this takes away 20% of your usage limit save and bookmark it no matter what

689,143 次观看

this changes what AI video can even be $0.003 per second of AI video. that's not a typo. for the price of ONE Seedance 2.5 video, you can generate almost 80 W1 videos of the same length. and here's the part that makes it insane: it's not slower and it's not lower quality. an 8 second video generates in about 8 seconds, at quality comparable to the top models. cheaper, fast, and good. usually you pick two. Vivix.AI just brought all three together. but the price isn't even the real story. W1 is a real-time interactive video model. video that generates as an experience unfolds, so you can interact with what happens next. real-time means it keeps generating the whole time someone's using it. longer sessions, more users, more video, more cost. that only works if every second is cheap. $0.003/sec is what finally makes interactive video practical to actually run. i want to make a scene where even i don't know how it ends. honestly, giving up that control sounds fun. (real-time is live via the API now, browser tools coming soon) save this.

this changes what AI video can even be $0.003 per second of AI video. that's not a typo. for the price of ONE Seedance 2.5 video, you can generate almost 80 W1 videos of the same length. and here's the part that makes it insane: it's not slower and it's not lower quality. an 8 second video generates in about 8 seconds, at quality comparable to the top models. cheaper, fast, and good. usually you pick two. Vivix.AI just brought all three together. but the price isn't even the real story. W1 is a real-time interactive video model. video that generates as an experience unfolds, so you can interact with what happens next. real-time means it keeps generating the whole time someone's using it. longer sessions, more users, more video, more cost. that only works if every second is cheap. $0.003/sec is what finally makes interactive video practical to actually run. i want to make a scene where even i don't know how it ends. honestly, giving up that control sounds fun. (real-time is live via the API now, browser tools coming soon) save this.

29,796 次观看

❌ JavaScript Developer ✔️ ChatGPT Developer 😂

❌ JavaScript Developer ✔️ ChatGPT Developer 😂

126,575 次观看

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Claude Code tip: stop burning Opus 5.5 context on tasks Sonnet 5.5 can swarm, while Fable 5.1 sits idle spin up an autonomous team with --agent claude --agent architect Opus 5.5 acts as the lead architect, scoping the work and validating every worktree before it merges Sonnet 5.5 teammates take isolated git worktrees and hammer out implementations at medium effort Fable 5.1 sits on the team as a dedicated adversary, only stepping in at three critical moments: → before a contract locks: does the frontend payload match the backend schema? → when a test breaks twice: are we patching the bug or just hiding the symptom? → before the merge: what attack surface or edge case did everyone overlook? Sonnet 5.5 builds. Fable 5.1 challenges. Opus 5.5 merges and ships Jev engineering runs the identical pattern one layer down: mechanical decisions that need no reasoning (which file to open, which tool to invoke, retry or abort) execute in 16ms, so the frontier models only wake up when execution paths actually diverge Plan on high. Delegate on medium. Keep the adversary on peer-to-peer call. - the full team setup > architect runs the main session on Opus 5.5 at high effort > teammate-ux builds client state inside its own git worktree > teammate-back writes endpoints and migrations inside a separate worktree > teammate-adv runs on Fable 5.1, read-only, and attacks every diff > teammates message each other by name without routing through the lead > tools: Agent(ux, backend, adversary) locks the architect to spawning only its own team paste the setup and this prompt into Claude Code below: "Configure my Claude Code workspace for an autonomous agent team: 1. Audit ~/.claude/agents and .claude/agents for definitions fitting architect, ux, backend and adversary > Generate definitions only for missing roles > Pin model: sonnet, effort: medium, isolation: worktree for ux and backend, and model: fable with read-only tools for adversary > Give architect model: opus, effort: high and tools: Agent(ux, backend, adversary) 2. Check ~/.claude/settings.json and my env: > Report CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS if it's set, since it turns named subagents into teammates without worktrees > Report CLAUDE_CODE_SUBAGENT_MODEL_FORCE and CLAUDE_CODE_EFFORT_LEVEL, which can override the pinned models and effort 3. Write each role's prompt so ux and backend own separate folders, message each other by name when a contract changes, and hand every diff to adversary before reporting back 4. Add a team rule to ~/.claude/CLAUDE.md: no worktree merges until adversary has reviewed it Show every configuration diff first. Do not apply edits until confirmed" save it

Khairallah AL-Awady

32,018 次观看 • 13 天前