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News

MarkTechPost
marktechpost.com > 09/12/2026 > context-engineering-inside-the-harness-4-mechanisms-that-beat-context-overflow-and-goal-loss-on-long-horizon-tasks > amp

Context Engineering Inside the Harness: 4 Mechanisms That Beat Context Overflow and Goal Loss on Long-Horizon Tasks

1+ hour, 52+ min ago   (263+ words) This article opens up that layer. Compaction, memory strategy, context budgeting, and todo-state are the machinery that turns a shallow loop into a deep agent. We look at how LangChain Deep Agents, Claude Code, Manus, OpenAI Codex, and Amazon Bedrock…...

StartupHub.ai
startuphub.ai > ai-news > artificial-intelligence > 2026 > briefing-bloomberg-podcast-openai-youtube-bloomberg-technolo-2026-09-12-e923

Claude Misuse, GPT-Live-1 API, Apple Ternus Era

9+ hour, 42+ min ago   (257+ words) Anthropic on Claude misuse, OpenAI ships GPT-Live-1 to API, and BofA on Apple's Ternus era and AI. Anthropic flagged misuse of Claude for weapons research on Bloomberg's Balance of Power, OpenAI moved GPT-Live-1 into its API and BofA mapped Apple's…...

Medium
medium.com > @alessandro.pignati > your-ai-agent-doesnt-get-hacked-it-gets-persuaded-9060861b5635

Your AI Agent Doesn’t Get Hacked. It Gets Persuaded.

11+ hour, 27+ min ago   (34+ words) A few months ago I watched a UK fintech security team spend an afternoon debugging why their AI agent had quietly emailed a customer’s account …...

Medium
medium.com > @sudharsan97511 > tokenprint-an-open-source-3d-visual-debugger-for-llms-and-transformers-296747a42fa3

TokenPrint: An Open-Source 3D Visual Debugger for LLMs and Transformers

11+ hour, 47+ min ago   (765+ words) I Built TokenPrint: A 3D Visual Debugger for LLMs and Transformers Large language models are becoming increasingly powerful …...

Medium
medium.com > @singhsumitpal081 > this-tiny-python-ai-agent-did-what-normally-takes-me-20-minutes-475e5f156f2f

This Tiny Python AI Agent Did What Normally Takes Me 20 Minutes

12+ hour, 17+ min ago   (266+ words) I almost spent 20 minutes doing something I really didn’t want to do. I had a folder full of customer-support messages and needed to …...

Medium
medium.com > @Artiscribe > the-ai-productivity-trap-why-using-more-ai-tools-can-make-you-less-productive-03979fe74897

The AI Productivity Trap Why Using More AI Tools Can Make You Less Productive

12+ hour, 13+ min ago   (33+ words) You didn’t get lazier. Your toolkit got louder than your thinking. Open your laptop right now and count your …...

Medium
medium.com > @itsmayurmore > tokenization-is-not-a-preprocessing-step-its-a-system-design-decision-c8a4ba9b6ab2

Tokenization Is Not a Preprocessing Step. It’s a System Design Decision.

13+ hour, 10+ min ago   (281+ words) Introduction At some point almost every LLM engineer hits one of these: A “128k context window” model runs out of …...

Medium
medium.com > @azsim25 > the-5-ai-terms-that-put-you-ahead-of-99-of-people-in-2026-982269cd4eea

The 5 AI Terms That Put You Ahead of 99% of People in 2026

14+ hour, 52+ min ago   (41+ words) I sat in a product meeting three months ago and nodded along while someone said “we should wrap this in an MCP server and let the agent …...

Medium
medium.com > @mdkasim_57228 > designing-effective-harnesses-for-ai-agents-from-impressive-demos-to-reliable-systems-f722c64de352

Designing Effective Harnesses for AI Agents: From Impressive Demos to Reliable Systems

15+ hour, 27+ min ago   (1349+ words) AI agents are getting more powerful every day. We can now build an agent that reads information, calls APIs, uses tools, makes decisions, and completes tasks with very little human involvement. A simple mental model for this looks like: LLM…...

Medium
medium.com > @sebuzdugan > rubygems-shut-off-signups-for-four-days-and-nobody-told-them-who-was-attacking-e01849e79d98

RubyGems Shut Off Signups for Four Days, and Nobody Told Them Who Was Attacking

16+ hour, 46+ min ago   (33+ words) In May 2026, volunteers running a package registry watched more than 2,000 malicious packages arrive in roughly two …...