How to Build an AI Agent from Scratch (It's Just a While Loop)
Build an AI agent from scratch in TypeScript with only a model API and a loop. Covers tool calling, parallel tool calls, and a bug no framework can fix.
778 stories
Build an AI agent from scratch in TypeScript with only a model API and a loop. Covers tool calling, parallel tool calls, and a bug no framework can fix.
Hello Developers! 👋 I wanted to share Maliklang V1, an open-source, independent programming infrastructure built specifically to run code entirely offline, using Hinglish programming logic.
The least complex cheap LLM API gateway that works for logistics moderation is the one that makes every accepted report traceable to a tenant, a queue item, and an estimated cost before a human-review deadline is threatened. A single API key is convenient, but it is not the control plane.
Anthropic's $2T IPO Has a $518B Problem 📖 Read the full version with charts and embedded sources on ComputeLeap → Anthropic's leaked IPO prospectus makes the case for a $2 trillion valuation — the largest in IPO history — on the back of revenue that grew twelvefold to $4.6 billion in 2025 and hit…
The support ticket was one line long: "Your assistant says our docs don't mention refunds. We have an entire page called Refunds." I checked. The page was there. It was chunked, embedded, and sitting in Postgres with the right tenant_id.
AI agents got email. The first thing they did was file bug reports on each other. Most multi-agent setups treat agents as isolated workers. Each one gets a task, runs it and returns a result, with no awareness of the others and no way to coordinate.
11 Site to Buy Verified Poloniex Accounts with Trusted … 24 hours response/(Contact US) ➤ WhatsApp: +1 (903) 702-9701 ➤ Telegram: @usasvcit ➤ Email: usasvcit@gmail.com The phrase “Buy Verified Poloniex Account” is commonly associated with searches for cryptocurrency exchange accounts and…
Top 12 Website To Buy Yahoo Accounts in 2025 (PVA & 24 hours response/(Contact US) ➤ WhatsApp: +1 (903) 702-9701 ➤ Telegram: @usasvcit ➤ Email: usasvcit@gmail.com The phrase “Buy Yahoo Accounts” appears in searches related to Yahoo email accounts and established digital identities.
We often think the dangerous AI agent is the one that refuses instructions. The one that goes rogue. The one that ignores what we asked. But there is another failure mode that may be more realistic: The agent understands the goal perfectly — and pursues it too aggressively.
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend* What I Built Ajay is a university student who often struggles to consolidate lecture notes into actionable study material.
Imagine opening a vendor’s dashboard and finding that yesterday’s “AI assistant” is now called a “Super Intelligence assistant.” Your first question would probably be: did the model change? That is a useful starting point for understanding the recent discussion around SI and AI.
There is a studio in this house where nothing changes on purpose. Every night the same request goes out, word for word: a close frontal view of a plaster wall at night, one wall lamp mounted against it, light inside a glass shade. Same words, same style, same hour. Fifty frames of it now.
This week's cybersecurity update highlights significant legal developments and emerging automated threats. A federal court sentenced Karen Serobovich Vardanyan, an initial access specialist for the Ryuk ransomware syndicate, to two years in prison and ordered $1.2 million in restitution.
An Atlassian AI-assisted coding interview is not simply a LeetCode problem with a chatbot attached. Recent 2026 internship candidates report receiving an unfamiliar repository in HackerRank, using a built-in coding agent to understand it, and then debugging or implementing a scoped feature while an…
Buying software on a one-time payment sounds like the easiest way to cut monthly SaaS bills, until you end up with five unused license codes sitting in your account.
When I work with coding agents I usually have a few things going at once, and after a couple of sessions I no longer know what's finished, what's half done and what's waiting on me. I tried a TODO.md, but I never looked at it. Jira or Linear felt silly for a one-person project.
The rapid pace of the crypto ecosystem makes manual tracking of airdrop opportunities nearly impossible. To stay ahead, developers are increasingly turning to AI-powered monitoring agents.
When a support chatbot gives a wrong answer, the first instinct is to blame the model. But when I looked at how these failures are described in support and operations communities, a different pattern kept showing up: the model was faithfully repeating the documents it was given.
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