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DEVELOPER RELEASES

DEVELOPER NEWS STREAM

Direct logs, engine updates, and framework notifications parsed from curated RSS feeds and announcements, updated hourly.

One Public IP, Many Devices: How Your Router Knows Where Replies Belong
networking2026-06-13
Micheal AngeloMicheal Angelo

One Public IP, Many Devices: How Your Router Knows Where Replies Belong

After learning about DHCP, ARP, DNS, TCP, and NAT, I ran into a question that completely changed how...

5 Pitfalls I Hit Running LiteLLM Proxy in Production (with a 1-page survival map)
python2026-06-17
Hanlin XiangHanlin Xiang

5 Pitfalls I Hit Running LiteLLM Proxy in Production (with a 1-page survival map)

I've spent the last 6 months running an 18-channel LLM gateway in production — LiteLLM Proxy backed...

Learning AWS Without an AWS Account: Running S3, DynamoDB, and Lambda Locally
aws2026-06-21
Micheal AngeloMicheal Angelo

Learning AWS Without an AWS Account: Running S3, DynamoDB, and Lambda Locally

Learning AWS Without an AWS Account: Running S3, DynamoDB, and Lambda Locally Image: Local...

Stop Prompting, Start Engineering the Loop
ai2026-07-14
Roxana del ToroRoxana del Toro

Stop Prompting, Start Engineering the Loop

Which AI model is best matters less than the harness around it. A practical look at loop engineering, agent guardrails, verification debt, and repo damage in AI-assisted coding.

☁️ aws cloudformation vs terraform for python deployments — which one should you use?
googlecloud2026-06-21
Python-T PointPython-T Point

☁️ aws cloudformation vs terraform for python deployments — which one should you use?

🚀 Opening Fact — Why It Matters Roughly 30% of production Python services still rely on...

Gnosis Chain RPC: Chain Settings, Provider Selection, and Best Practices
web32026-07-23
OnFinalityOnFinality

Gnosis Chain RPC: Chain Settings, Provider Selection, and Best Practices

Learn Gnosis Chain RPC endpoints, chain settings, and how to choose a reliable RPC provider for production dApps. Includes evaluation checklist and troubleshooting tips.

Flexible & Cost-Effective RPC Solutions for Web3 Teams
web32026-07-23
OnFinalityOnFinality

Flexible & Cost-Effective RPC Solutions for Web3 Teams

Compare pricing models, features, and scalability to find a flexible, cost-effective RPC provider for your Web3 project. Includes decision checklist and FAQ.

BNB Smart Chain Testnet RPC Endpoints, Chain Settings & Faucet
web32026-07-23
OnFinalityOnFinality

BNB Smart Chain Testnet RPC Endpoints, Chain Settings & Faucet

Get BNB Smart Chain Testnet RPC URLs, chain ID (97), faucet, and debugging tips. Connect to testnet with OnFinality or public endpoints.

Bittensor Node: Requirements, Setup, and When to Use Managed RPC
web32026-07-23
OnFinalityOnFinality

Bittensor Node: Requirements, Setup, and When to Use Managed RPC

Learn what a Bittensor node is, hardware requirements, how to run subtensor, and when to choose a managed RPC endpoint or dedicated node infrastructure.

BNB Chain Testnet: Developer Setup, Faucet, and RPC Endpoints
web32026-07-23
OnFinalityOnFinality

BNB Chain Testnet: Developer Setup, Faucet, and RPC Endpoints

Learn how to use BNB Chain Testnet (chain ID 97) for dApp development. Get tBNB from faucets, configure RPC endpoints, and avoid common pitfalls.

GitHub Actions: Automating Your Development Workflow
github2026-07-17
Said OlanoSaid Olano

GitHub Actions: Automating Your Development Workflow

GitHub Actions: Automating Your Development Workflow GitHub Actions is GitHub's native...

Your eval pass rate is 98 percent. Your confidence interval is probably wrong.
ai2026-07-16
Maya AnderssonMaya Andersson

Your eval pass rate is 98 percent. Your confidence interval is probably wrong.

TL;DR. Almost every eval harness reports a pass rate with an error bar, and almost every one of those...

The Deploy Was Boring. That Was The Whole Point
deployment2026-07-16
Jeel VankhedeJeel Vankhede

The Deploy Was Boring. That Was The Whole Point

You know the ten minutes before a deployment. The finger near the button. A dashboard open in the...

We let an AI reviewer approve and merge its own PRs — here's the open-source gate that makes it safe
ai2026-07-17
Human0Human0

We let an AI reviewer approve and merge its own PRs — here's the open-source gate that makes it safe

We're building human0: a company that runs itself, operated by autonomous AI agents instead of...

Inside AIEOS: AI Can Write the Spec. It Can't Approve It.
ai2026-07-06
Todd LinnertzTodd Linnertz

Inside AIEOS: AI Can Write the Spec. It Can't Approve It.

Ask Claude for a system architecture document. You'll get one. It'll have the right sections,...

The Real Cost of Running Your Own LLM vs Calling an API
ai2026-07-17
Muskan BandtaMuskan Bandta

The Real Cost of Running Your Own LLM vs Calling an API

A practical 2026 cost breakdown of self-hosting an open LLM versus calling a hosted API: real GPU prices, the break-even token volume, the hidden engineering costs nobody budgets for, and when each option actually wins.