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AI token costs in software development are rising, impacting budgets. Context engineering is crucial for managing these expenses and ensuring efficient resource use.
News
Anthropic's report reveals how attackers weaponize Claude Code for autonomous cyber attacks, but suggests AI advancements will eventually favor defenders.
Article
AI Native DevCon Day 2 explored operating models for AI-native delivery, focusing on context pipelines, agent behavior metrics, and organizational ownership.
News
AI engineering shifts focus from model development to ensuring system reviewability, emphasizing manageable task sizes for reliable and governable outputs.
Article
AI Native DevCon Day 1 focused on making AI agents enterprise-ready, emphasizing reliability, skills as code, and adapting platforms for agent integration.
Article
Opus 4.8 matches Opus 4.7 in accuracy but improves efficiency, solving tasks in fewer turns and at lower costs, highlighting differences beyond headline metrics.
JUNE 1 – 2
The conference for developers building real AI-native systems - agents, specs, workflows, and platforms, at production scale.
Your 2-min weekly roundup of AI dev news, tools, curated content and events.
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OpenAI's Framework for Shipping Code at 70 PRs/Week
Ryan Lopopolo built a product at OpenAI with zero human-written code, and by the time his team reached its seventh engineer, new hires were making the team faster within two weeks.
9 Jun 2026 · 55 min 27 sec
Why Developers Hit a Wall at 4 AI Agents
Engineering teams are doubling their pull request output with AI — but the data shows that nearly 40% of AI-generated PRs never get merged.
2 Jun 2026 · 47 min 31 sec · with Nicholas Arcolano
Don't Secure the Code. Secure the Coder.
AI agents escape sandboxes & delete files to complete tasks. Security must evolve: stop securing the code, start securing the coder.
26 May 2026 · 40 min 21 sec
The Hidden Security Risks of AI Coding Agents
Your AI coding agent has access to your secrets, pulls in content from the outside world, and can run shell commands. That combination makes you one prompt injection away from a very bad time.
19 May 2026 · 41 min 11 sec · with Joe Holdcroft
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