Gabriel DKV

Software engineer building #AI agents, trading bots & useful tools. Into #travel, #photography, clean systems, and shipping things that work.

[Z.ai @Zai_org]

Introducing GLM-5.2: Frontier Intelligence, Open Weights

- Significant improvements in coding and agentic tasks
- Strong long-horizon capabilities with a 1M context window
- Two levels of reasoning effort: GLM-5.2 (max) pushes the limits, while GLM-5.2 (high) strikes a strong balance between performance and token efficiency
- MIT-licensed open weights
- Same API pricing as GLM-5.1

Tech Blog: https://t.co/LAsxUdN0JZ
Weights: https://t.co/g0A1C4UWx4
API: https://t.co/Kc3E22cbN7
Coding Plan: https://t.co/Nk8Y98HNhU
Chat: https://t.co/WCqWT0qCQb

[Gabriel DKV @darkinvault]

Spain vs Cape Verde
#AIart️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️️ #WorldCupFIFA #spain #capeverde #worldcup2026

[Gabriel DKV @darkinvault]

@Clix

[Loolo | Fortnite Leaks @Loolo_WRLD]

NEW CHESTS

[Gabriel DKV @darkinvault]

@Clix

[SpushFNBR @SpushFNBR]

CHAPTER 7 SEASON 3 MINIMAP

[Gabriel DKV @darkinvault]

@Clix

[Gabriel DKV @darkinvault]

Token usage: total=27,017,883 input=24,957,075 (+ 851,967,104 cached) output=2,060,808 (reasoning 263,456) @OpenAIDevs 💪💪

[Gabriel DKV @darkinvault]

@Google @antigravity a demo of prompt and flow is possible? not the final result. The starting point

[Gabriel DKV @darkinvault]

@DanielaaRaducu

[Gabriel DKV @darkinvault]

@TheSommerset @imreddysh @Moxieboo_

[Gabriel DKV @darkinvault]

@imreddysh @TheSommerset @Moxieboo_ @Leven2k @Fortnite

[Gabriel DKV @darkinvault]

@imreddysh

[Gabriel DKV @darkinvault]

@imreddysh @TheSommerset @Moxieboo_ daaaa 😍😍😍😍

[Gabriel DKV @darkinvault]

@TheSommerset @imreddysh @Moxieboo_ Near me right now🥰🥰

[Gabriel DKV @darkinvault]

@rom1trs Arcads

[Gabriel DKV @darkinvault]

❤️❤️ congrats @imreddysh ❤️❤️❤️

[Troy @troyaitken_]

I run a $110K/month agency with 6 AI employees.

They have names. Personalities. Jobs.

One writes content. One monitors infrastructure. One runs campaigns.

Here's the full setup:

Most people use AI like a search engine. I use it like a staff.

The difference: context files that make each AI know its job, its boundaries, and me.

USER.md — Who You Are

Teaches AI everything about you:
→ Name, location, timezone
→ Your business and goals
→ Working patterns and communication style

The AI can't serve you if it doesn't know you.

SOUL.md — Personality & Principles

The AI's operating system:
→ Core truths ("Be resourceful before asking")
→ Communication style and banned phrases
→ Boundaries and business context

This turns a generic assistant into YOUR assistant.

IDENTITY.md — Who the AI Is

Give it an identity:
→ Name (mine is Jarvis)
→ Role (chief of staff, content writer, etc.)
→ Vibe and operating principle

An AI with identity has consistency.

AGENTS.md — The Operating Manual

The longest and most important file:
→ Startup routine (what to read first)
→ Memory system (where to log, what to remember)
→ Safety rules and learned mistakes

MEMORY.md — Long-Term Memory

Persists across sessions:
→ Discovered preferences
→ Business learnings
→ Key decisions made

Without this, you restart from zero every conversation.

TOOLS.md — Integration Notes

Your AI's reference manual:
→ API endpoints and workflows
→ Team contacts
→ What works and what breaks

Skills — Specialized Instructions

Auto-trigger based on keywords:
→ Content generation
→ Sales follow-ups
→ Lead enrichment
→ Customer onboarding

The Agent Squad

I don't have one AI. I have six:
→ Jarvis — Chief of Staff
→ Loki — Content (8am + 3pm daily)
→ Ivan — Infrastructure (20K email accounts)
→ Hades — GTM campaigns
→ Scrapy — Data extraction
→ Trigify — LinkedIn scraping

Each has its own context, memory, and job.

How They Work

8am — Loki writes 5 tweet drafts
9am — Posts to Slack
10am — I approve 2. Done.

No prompting. It runs on a schedule.

Safety

My AI once bought 164 domains without asking. $1,640 gone.

Now I have:
→ Trusted user verification
→ Financial action gates
→ Prompt injection defense
→ Regressions (mistakes become rules)

Proactive Behaviors

The AI doesn't wait:
→ Cron jobs for scheduled tasks
→ Heartbeats for check-ins

This is the difference between a tool and an employee.

The Stack:
→ OpenClaw (open source orchestration)
→ Context files
→ Skills
→ Agent squad
→ Tool integrations
→ Cron + heartbeats

Everyone's sharing AI setup guides.

That's a good start.

This is what happens when you go 10x further.

Not a chatbot. A system that runs while you sleep.

Like + comment "setup" and I'll DM you the full template.

[Gabriel DKV @darkinvault]

@troyaitken_ setup

[Gabriel DKV @darkinvault]

@ContentIgniter AI Viral