The New Stack

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Latest developments

Forget humans “in” the loop. Harness engineering puts humans “on” the loop. The New Stack · 2 days ago · 34 Why your company should (try to) build its own AI SRE The New Stack · 3 days ago · 36 AI-generated software is forcing yet another platform rethink The New Stack · 3 days ago · 17 Why linting alone can’t govern agentic development The New Stack · 4 days ago · 20 When do AI agents need permission boundaries? The New Stack · 4 days ago · 15 “The beast needs a cage”: Why PortSwigger’s agentic pentesting is kept safe behind bars The New Stack · 4 days ago · 10 Shipping code without human verification The New Stack · 5 days ago · 14 Mate Security bets a context-first AI architecture can reinvent the SOC as it lands $35M Series A The New Stack · 6 days ago · 14

July 2026

◆ Tines launches AI-powered code generation platform, shifts from no-code automation model Product launch

◆ AI models rapidly discovering open source vulnerabilities faster than maintainers can patch them, forcing security approach rethinks Security issue

◆ Model Context Protocol releases stateless 2.0 specification removing session requirements Feature update

◆ Dynatrace announces Autonomous SRE Agent and Agent Builder for incident management Product launch

◆ AI-assisted code generation frameworks and review practices for regulated organizations and enterprise software development Other

◆ Disconnect between AI hype and practical implementation impact in enterprise organizations Other

◆ Moonshot AI releases Kimi K3, a 2.8 trillion parameter open-weight model achieving frontier-class performance Open source release

◆ Enterprise AI agent deployments face evaluation, context, and security gaps despite rapid production adoption Research publication

• 31 Jul Forget humans “in” the loop. Harness engineering puts humans “on” the loop.
• 30 Jul Why your company should (try to) build its own AI SRE
• 30 Jul AI-generated software is forcing yet another platform rethink
• 30 Jul Why linting alone can’t govern agentic development
• 30 Jul When do AI agents need permission boundaries?
• 29 Jul “The beast needs a cage”: Why PortSwigger’s agentic pentesting is kept safe behind bars
• 29 Jul Shipping code without human verification
• 28 Jul Mate Security bets a context-first AI architecture can reinvent the SOC as it lands $35M Series A
• 28 Jul “There is a sell-by date on low-code, no-code”: What Tines thinks comes next
• 27 Jul “Developers see this as the future”: Pilot Protocol launches to power the agent economy
• 26 Jul MCP’s biggest update removes the machinery many servers were built around
• 26 Jul 5 ways SRE AI agents are set to augment human capabilities
• 25 Jul Stop correcting AI code. Build the system agents need.
• 24 Jul Test data wait times are slowing AI adoption more than code ever did
• 23 Jul How regulated organizations can increase AI code velocity safely
• 21 Jul Moonshot launched Kimi K3. Then demand shut down subscriptions in 48 hours.
• 21 Jul Single-pass AI code isn’t dead, but “high-reasoning” is the next frontier
• 21 Jul Is retrieval engineering becoming AI’s next bottleneck?
• 21 Jul In a world of AI agents, where do we fit in?
• 18 Jul The bottleneck for AI agents isn’t the model anymore. It’s the context layer.
• 17 Jul Why every AI agent decision needs a receipt
• 16 Jul Why smarter AI caching sometimes makes everything slower
• 14 Jul The MCP debate has a context problem
• 13 Jul What an ex-NSA red teamer wants every SOC to stop doing
• 13 Jul Where AI saves me time and where it slows me down