Compressing tool output before sending: How Headroom reduces 55,957 tokens to 24,340, and its limitations

IntroductionWhen you leave troubleshooting to a coding agent, the log retrieval tool returns 55,957 tokens of text. Of that, ...
The Tech Edvocate

The Brutal Truth: Your Tech Job is Changing — Here’s How to Adapt

Spread the love“`html Look, let’s be blunt. If you’re in tech, or frankly, in almost any professional field, you’ve probably ...
The Tech Edvocate

8 Essential AI Upskilling Programs Your Business Needs to Thrive Now

Spread the loveThe artificial intelligence revolution isn’t just coming; it’s here, and it’s reshaping every industry ...
HackerNoon

Observability-First AI Agents: What You Gain and What You Give Up

Observability is the bedrock of reliability, so I designed and implemented the full tracing layer for an AI agent before ...
Communications of the ACM

Instruction Set Migration at Warehouse Scale

Perhaps surprisingly, this does not mean ISA migration is no longer a challenge in the presence of source code. We find that ...
NERDBOT

From Python Foundations to Production-Grade Agents: 5 Agentic AI Courses

Building an AI agent can start with surprisingly little code. Python basics, an LLM API, a few tools, and a defined task are often enough for an early ...
GitHub

Semantic ifs from open models, on a 3090 at home.

Independent project; not affiliated with Jev or TypeSafe. Wow! No waitlist. Run it in your browser today. Same frozen 4B model · same state · same 21 questions · measured separately, aligned at t=0 in ...