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    (JAKARTA, INDONESIA)

    PRACTICAL AIFOR BUSINESS.

    I help companies turn scattered AI experiments into a reliable way of working: agents that hold up in production, teams that actually use them, no hype.

    Abi Mangku presenting on AI at a tech event
    CURRENT FOCUS

    Going deep on AI agent reliability and evaluation, the real gap between a demo that works and an agent a business can trust in production.

    (Who I work with)

    Teams I've trained and worked with

    Directly, and through the companies I co-founded: Infused (AI agent builds, with its corporate-training brand Latih AI) and Epilog Creative (digital agency).

    Trained in AI · via Latih AI

    Tempo Scan GroupAjaibAstra Life

    Worked with · via Epilog Creative

    BCABSIBayerBromptonKapal Api

    (WHO AM I)

    Hi, I'm Abi

    I co-founded and run Epilog Creative, an established Jakarta digital agency working with brands like BCA, BSI, Bayer, and Brompton, and I build AI agents through Infused. I also train teams to use AI and help leaders figure out where it actually fits. I look at AI from the business side, which is the part most people get stuck on, and I stay close enough to the building to know what is real.

    Everything I share here comes from real work, not theory. I write it down so you can skip the part where you start from zero.

    At a glance

    • Co-Founder, Epilog Creative

      A Jakarta digital agency, running since 2019.

    • Builder, Infused

      AI agents in production, plus corporate AI training through Latih AI.

    • Previously at Shopee

    (FREE, NO PAYWALL)

    Learn the real thing, free

    I share what I actually use: a full course on AI agents, the field manual I build from, the prompts my own teams run, and my working playbooks. Nothing is gated. If it saves you time, you know where to find me when you want hands-on help.

    See everything free in one place

    (Interactive course)

    Agent Academy: building AI agents in 2026

    A self-paced course. 26 modules across 7 zones, from first principles to production-grade agents, plus a cost calculator, a production-readiness checklist, and a "should I build an agent?" decision tool. Progress saves in your browser.

    Open the academy

    (Field manual / Q2 2026)

    Building AI agents that actually hold up

    The field manual I actually build from: the decision gate, the seven-layer architecture, evals, guardrails, and the discipline behind agents that survive production. Anti-hype, grounded in real reports.

    Read the build guide

    (STAY UPDATED)

    Keep up with AI, without the noise

    (Newsletter)

    Get the writing and the highlights in your inbox. Practical AI for business, no spam, unsubscribe anytime.

    (FREE PROMPTS)

    Ready-to-use AI prompts

    See all prompts

    The prompts I actually use for work. Copy one and adapt it to what you need.

    Strategy

    SOCIAL MEDIA STRATEGIST

    The actual prompt my agency team runs. It turns an AI into a critical social media strategist: research a brand, its audience, and category, then audit the content for redundancy, visual strength, strategic clarity, and long term risks. Useful for any team that wants an honest read on its own social presence.

    Strategy

    PRD Generator from Idea

    Transform a rough product idea into a structured PRD ready for development

    Content

    Email Rewriter (Tone Shift)

    Adapt the same message for different audiences and contexts

    Content

    Landing Page Copy Framework

    Generate structured landing page copy following proven conversion frameworks

    (THE LIBRARY)

    Tools and articles worth your time

    See more

    The AI tools and articles I find genuinely useful and think you should see too.

    How People Are Really Using AI in 2026 - HBR

    Marc Zao-Sanders' annual study, third year running, built on 12,000+ real AI use cases. Therapy and companionship is number one again (11% of all cases, double last year), and autonomous agent operations just entered the top 10. I reach for this when I want to know what people actually do with AI, not what vendors say they do.

    hbr.org
    Wispr Flow

    Voice dictation that keeps up with how you actually talk, on Mac, Windows, and phones. I care about it for one reason: talking to AI tools is usually faster than typing to them, and this makes that workflow real. Try it on your longest emails and prompts first.

    wisprflow.ai
    OpenSEO

    Open-source alternative to Ahrefs and Semrush: keyword research, backlinks, rank tracking, and site audits, billed per use with your own DataForSEO key. It ships an MCP server too, so an agent can do the tedious first pass for you. Young product, expect rough edges.

    openseo.so
    Creed

    One context file about you, your role, and how you work that every connected agent reads over MCP, so you stop re-explaining yourself to each new tool. Simple idea, and simple is exactly why it might stick. Context is most of what makes an agent useful.

    creed.md
    BaseRT

    An inference runtime built natively on Metal that runs local models faster on Apple Silicon. The paper claims up to 1.5 to 1.8x higher decode throughput than llama.cpp, depending on the model. Relevant the moment open-weight models become part of your stack and you want them on a Mac.

    huggingface.co

    Let's put AI to work in your business

    Agent builds, corporate training, or a straight-talk strategy session. Not sure where to start? An AI Clarity Sprint gives you an honest read and a 30-day plan.