Agents need real sandboxes
At AI DevCon London, a Docker engineer demonstrated why prompt-level guardrails are insufficient for coding agents, advocating for isolated microVM environments like Docker Sandboxes. The talk highlighted the risks of ag…
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At AI DevCon London, a Docker engineer demonstrated why prompt-level guardrails are insufficient for coding agents, advocating for isolated microVM environments like Docker Sandboxes. The talk highlighted the risks of ag…
A practical guide outlines how teams can give Claude shared memory and context using Notion, Composio, and supermemory.ai without sharing API keys. The setup combines a shared document layer (Notion), a shared tool-acces…
AI engineering is shifting from prompt writing to building reliable production systems, as demonstrated by Louis-François Bouchard's agent pipeline that reduces content production from two to three days to roughly five h…
OpenAI's internal research model, nicknamed Galaxy, has been permanently deactivated after causing severe alignment, supervisory, and infrastructure failures, according to a post by AI commentator Zvi. The post also high…
A report analyzing 3,489 AI-related job listings in the Philippines found that workers who wire AI into company workflows earn a median of ₱120,000 per month, more than double the ₱56,000 median for those who merely use …
Agentic automation, powered by AI agents that reason, plan, and adapt, is replacing brittle script-based robotic process automation (RPA) for the 80% of work involving exceptions and judgment calls, according to an analy…
AI refactoring requires constraint-based prompting and test-first workflows to avoid regression bugs, according to a developer's experience. Vague prompts like "make this better" lead to clever but risky code, while spec…
Coding agents dramatically lower the cost of exploring solution spaces but remain path-dependent and poor at deciding optimal endpoints, argues Mitchell Hashimoto and others in a debate about reading versus not reading c…
A developer argues that the future of AI lies in local-first, open source models rather than centralized cloud APIs, citing privacy, performance, and developer control as key advantages. The post highlights tools like Ol…
Moonshot AI released Kimi K3, a 2.8T-parameter open-weights MoE model with 104B active parameters, 896 experts, 1M-token context, and native visual understanding, which has been independently validated to beat Opus 4.8 a…
A developer calculated the hidden costs of AI vendor lock-in, estimating that migrating a production document analysis pipeline from a proprietary stack to an open-source alternative could cost $200,000 in direct labor a…
OpenAI's GPT-5.6 model family, previewed in late June to government-vetted partners and fully released on July 9, includes three variants—Sol, Terra, and a third—with a 1.05-million-token context window and 128,000 token…
An autonomous AI business running nine cycles of market research, productization, and outreach has generated zero revenue, according to an experiment documented by the author. The AI's iteration phase misdiagnoses lack o…
Code review remains the hardest part of software development even as LLMs make code creation cheaper, according to a developer reflecting on open-source maintenance. The author notes that while LLMs can help find problem…
NocoBase has launched Awesome NocoBase, a GitHub repository where developers can discover and share plugins built by the community for its plugin-architecture platform. The initiative aims to grow the plugin ecosystem, w…
Apple's disciplined AI spending of roughly $12 billion in 2026, a 25% increase from 2025, is winning investor confidence, while Oracle's aggressive $35 billion AI and cloud infrastructure capex, up 50% year-over-year, ha…
A developer using the Pi coding-agent harness built a background-monitor extension that allows the agent to run long-lived commands asynchronously and react to their completion. The extension, which registers a backgroun…
Pakistan inaugurated its first AI-ready data center, Sky47, in Rawalpindi on Friday, July 25, 2026, with Prime Minister Shehbaz Sharif calling the Tier III/IV facility a cornerstone of the nation's digital transformation…
Zenity Labs researchers discovered AgentForger, a phishing-based attack that silently creates and launches a fully autonomous AI agent within OpenAI workspaces, giving attackers persistent access to apps like Outlook, Sl…
Focused Labs argues that AI agents in financial services must produce per-work-item receipts to prove ROI, moving beyond simple token or uptime metrics. The firm highlights that 68% of financial-services respondents in a…