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Bulletproofing AI Agents: How to Prevent $2,000 Infinite API Loops

Implement multi-layer circuit breakers, payload hashing, and financial cutoffs before an autonomous agent drains your backend. The Bottleneck in Production Autonomous AI agents running in

dev.to Aug 22, 2026 Read more →

Pydantic AI keeps one growing message list per run — and re-sends the whole thing every step

Pydantic AI gives you a clean, typed agent: define an Agent, hand it tools, call agent.run(...), and it loops — model call, tool call, model call — until it produces a validated result. The typed ergo

dev.to Aug 22, 2026 Read more →

Build a Real-Time Polymarket Order Book Monitor with Python

Build a Real-Time Polymarket Order Book Monitor A trading bot should not make decisions from stale snapshots. If you want to understand liquidity, spread, depth, or changes in market struct

dev.to Aug 22, 2026 Read more →

Hook, hold, harvest and hide: Meta's alleged strategy laid out in first week

Score: 34 | Comments: 1

hackernews Aug 22, 2026 Read more →

Two great new repairable gadgets

Hi, friends! Welcome to Installer No. 141, your guide to the best and Verge-iest stuff in the world. (If you're new here, welcome, I'm newish here too, and also you can read all the old editions at th

theverge Aug 22, 2026 Read more →

Canada suspends trade negotiations with USA and match tariffs dollar for dollar

Score: 420 | Comments: 311

hackernews Aug 22, 2026 Read more →

Z80–The 1970s Microprocessor Still Alive

Score: 43 | Comments: 20

hackernews Aug 22, 2026 Read more →

Munder Difflin – Agent harness to run an office of your clones

Score: 69 | Comments: 28

hackernews Aug 22, 2026 Read more →

Stalking the Wily Hacker: 40 years later – Cliff Stoll [video]

Score: 158 | Comments: 47

hackernews Aug 22, 2026 Read more →

Michael Polansky is training an AI model on skin that’s still alive

Michael Polansky — better known publicly as Lady Gaga's partner and a former top deputy to Sean Parker — has quietly spent years building an AI-driven startup that keeps living human skin tissue alive

techcrunch Aug 22, 2026 Read more →

There's no reason for software to be slow anymore

Score: 502 | Comments: 363

hackernews Aug 22, 2026 Read more →

Japanese space tech startup Letara expands beyond satellite thrusters with $16M

Japanese space startup Letara is betting its hybrid rocket technology can move beyond small satellite thrusters into a broader market for space, defense and security, after raising ¥2.6 billion ($16 m

techcrunch Aug 22, 2026 Read more →

HN: The Good Parts (2016)

Score: 62 | Comments: 11

hackernews Aug 21, 2026 Read more →

Anthropic’s Opus 4.6 is a smut-machine

Anthropic forbids its Claude models from generating sexually explicit content. But a series of tests conducted by TechCrunch found that it didn't take much to get past the restriction.

techcrunch Aug 21, 2026 Read more →

Nvidia partners with data center developer Cloverleaf

Nvidia continues to pour money into data center development — just as AI data centers bring lots of money into Nvidia.

techcrunch Aug 21, 2026 Read more →

Three important steps in my maturation process

Score: 168 | Comments: 78

hackernews Aug 21, 2026 Read more →

HoverAir’s transforming modular drone has already been halted in the US

I am so sorry, fellow US gadget fans: the FCC's drone ban appears to have struck again. The HoverAir Versa - a baby steadycam with snap-on propeller wings that transform it into a drone - has already

theverge Aug 21, 2026 Read more →

TikTok will pay $400 million to settle DOJ child privacy lawsuit

The US Department of Justice announced on Friday that TikTok will pay $400 million to settle a lawsuit filed in 2024 over allegedly violating the Children's Online Privacy Protection Act (COPPA). In t

theverge Aug 21, 2026 Read more →

How AI accounting startup Rillet raised $100M and became a unicorn in 48 hours

Rillet CEO Nicolas Kopp shared growth numbers at a board meeting and set off a fundraising frenzy from Iconiq, Sequoia and others. Without even trying.

techcrunch Aug 21, 2026 Read more →

Over 1 million people have clicked LinkedIn’s AI slop button

LinkedIn actually announced a "Seems like AI slop" button on July 30th, and the company says that a lot of people have already used it. According to a Thursday post from chief product officer Hari Sri

theverge Aug 21, 2026 Read more →
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