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© AI Native Dev

8 benchmarks that could shape the next generation of AI agents

Paul Sawers
19 min read
27 Nov 2025

Explore all

Sourcegraph spins out AI coding agent Amp as a standalone company

Sourcegraph has announced that it’s spinning out Amp, its AI coding agent product, into an independent company. The company framed the change as necessary for greater freedom and focus in what is a fast-moving space.

Paul Sawers
6 min read
3 Dec 2025
AI Coding Tools
AI-Native Development
+3

Google gives Gemini CLI some GUI goodness

Google's latest Gemini CLI update ushers in a revamped rendering engine, enhancing terminal visuals and interactivity while maintaining command-line efficiency, bridging the gap between traditional CLI and modern GUI.

Paul Sawers
6 min read
2 Dec 2025
AI Tools & Assistants
Developer Experience
+3

Anthropic brings structured outputs to Claude Developer Platform, making API responses more reliable

Anthropic's new Structured Outputs feature on the Claude Developer Platform enhances API response reliability by enforcing strict JSON schemas, enabling predictable integration for developers working with complex workflows.

Paul Sawers
7 min read
26 Nov 2025
Anthropic
AI Tools & Assistants
+3

Anthropic launches Claude Opus 4.5 with a focus on durable, real-world coding

Claude Opus 4.5 targets the gaps exposed in real software workflows, introducing programmatic tool use, stability improvements, stronger robustness under adversarial pressure, and lower pricing.

Paul Sawers
11 min read
25 Nov 2025
Anthropic
AI Coding Tools
+3

Kiro spec-driven development platform hits prime time with CLI support

Kiro, the AI-driven development tool debuted by AWS back in July, has moved into general availability. The release introduces support for running Kiro through a command-line interface, extending its use beyond the IDE and into terminal-driven workflows.

Paul Sawers
5 min read
24 Nov 2025
Spec Driven Development (SDD)
AI-Native Development
+3

Gemini 3 meets Antigravity: Google’s next step in agentic development

Antigravity is a workspace where agents can act across tools with enough structure and traceability for developers to audit what happened and why.

Paul Sawers
12 min read
20 Nov 2025
AI Tools & Assistants
Agentic Systems
+3

With GPT-5.1, OpenAI doubles down on steering, not scaling

OpenAI's GPT-5.1 emphasizes control and adaptability over pure performance, introducing customizable tones for users and automated reasoning depth adjustments, marking a shift in AI model development.

Paul Sawers
5 min read
19 Nov 2025
OpenAI
AI Tools & Assistants
+3

With Code Wiki, Google wants to map the mess of modern codebases

With Code Wiki, Google wants to transform codebase navigation by creating a dynamic, structured map of repositories, enhancing developer understanding through interactive documentation and relationship tracing for more efficient software development.

Paul Sawers
6 min read
18 Nov 2025
Code
GitHub & Git
+3

Wrapper’s delight: Cursor and Windsurf’s shift to home-grown AI marks a push for independence

Cursor and Windsurf are transitioning to self-developed AI models, reducing dependence on external vendors.

Paul Sawers
6 min read
14 Nov 2025
AI Tools & Assistants
AI-Native Development
+3

Amp ditches compaction for ‘handoff’ to fix AI’s long-context drift

Amp's new "handoff" feature replaces compaction, designed to enable smoother transitions in coding conversations by packaging relevant context into new threads while navigating complex discussions.

Paul Sawers
6 min read
14 Nov 2025
AI Coding Tools
AI Tools & Assistants
+3

Beyond tests: What to verify in AI-generated code

As AI transforms code generation, traditional QA approaches fall short. Jennifer Sand, CEO & co-founder of Codential, explores the necessity for a new quality framework to address issues in AI-created code.

Jennifer Sand
8 min read
13 Nov 2025
AI-Native Development
Testing & QA
+3

AI hates legacy code

Ray Myers, chief architect at OpenHands, urges a critical examination of AI's limitations with legacy code, emphasizing the need for advancements to bridge the gap between modern coding agents and outdated systems in enterprise environments.

Ray Myers
12 min read
12 Nov 2025
AI Tools & Assistants
Open Source
+3