AUTHOR
Paul Sawers
Freelance tech writer at Tessl, former TechCrunch senior writer covering startups and open source
Articles
News
With Cosmos, Augment Code wants to give AI coding teams shared memory and context
Cosmos by Augment Code provides AI coding teams with shared memory and context, enabling coordinated agent tasks and knowledge reuse across development environments.
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Warp goes open source, betting agents and community can outpace closed rivals
Warp open-sources its terminal client, leveraging AI agents and community input to redefine software development, focusing on task coordination and output verification.
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OpenAI open-sources Symphony, a spec for orchestrating Codex agents
OpenAI's Symphony, an open-source spec, orchestrates Codex agents for coding tasks, automating workflows from issue tracking to pull requests with human review.
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Anthropic postmortem shows how small changes compounded into Claude Code failure
Anthropic's postmortem reveals Claude Code's decline was due to prompt changes, caching bugs, and reasoning adjustments, highlighting how small system tweaks can impact AI tools.
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As SpaceX deal looms, Cursor partners with Chainguard to secure open-source dependencies in AI-built code
Cursor partners with Chainguard to secure open-source dependencies in AI-generated code, addressing supply chain risks as AI tools automate software production.
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Replit launches “Security Agent” to scan and fix vulnerabilities in AI-built apps
Replit's new 'Security Agent' integrates automated vulnerability detection and remediation into its AI coding platform, enhancing security during app development.
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Cloudflare introduces “Agent Memory” to help AI agents remember across sessions
Cloudflare's 'Agent Memory' provides AI agents with persistent memory, enhancing their performance by managing context and storing essential information separately.
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Google adds subagents to Gemini CLI to handle parallel coding tasks
Google's Gemini CLI now supports subagents, enabling parallel task handling by distributing work across specialized agents, improving efficiency in coding workflows.
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Anthropic adds 'routines' to Claude Code for scheduled agent tasks
Anthropic introduces 'routines' to Claude Code, enabling developers to automate and schedule coding tasks, running them without direct interaction or active sessions.
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Vercel open-sources Open Agents to help companies build their own AI coding agents
Vercel has open-sourced Open Agents, a platform for building custom AI coding agents, addressing the limitations of generic tools in large codebases.
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GitHub brings remote control to Copilot CLI as coding agents move beyond the terminal
GitHub introduces remote control for Copilot CLI, allowing users to manage terminal sessions from web or mobile, reflecting a shift in AI coding agent usage.
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GitHub pauses Copilot Pro trials and tightens limits as providers grapple with demand
GitHub pauses new Copilot Pro trials and tightens usage limits due to increased demand, reflecting broader challenges faced by AI tool providers managing system capacity.
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Factory brings its “Droids” software development agents out of the terminal with new desktop app
Factory launches a desktop app for its AI 'Droids,' enhancing software development with persistent environments and expanded agent interactions on macOS and Windows.
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With Claude Managed Agents, Anthropic packs the infrastructure to run agents in production
Claude Managed Agents by Anthropic offers a hosted platform to run AI agents in production, simplifying infrastructure needs and reducing development time.
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GitHub adds 'Rubber Duck' to Copilot CLI for second opinions on AI code
GitHub's 'Rubber Duck' feature in Copilot CLI uses a second AI model to review code, offering a fresh perspective and identifying potential issues early in development.
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‘Issue tracking is dead’: Linear CEO explains why the company is betting on agents
Linear CEO Karri Saarinen argues that traditional issue tracking is outdated, introducing Linear Agent to automate task management by interpreting context across workspaces.
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GitHub to use Copilot interaction data for training by default
GitHub will use Copilot interaction data for AI training by default, affecting Free, Pro, and Pro+ users, but excluding Business and Enterprise customers.
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Anthropic tests ‘auto dream’ to clean up Claude Code's memory
Anthropic is testing 'auto dream' for Claude Code to manage memory by reviewing and rewriting stored context, addressing issues of stale or conflicting information.
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Claude Code gets ‘auto mode’ to cut approval fatigue
Claude Code introduces 'auto mode' to balance between constant approvals and full bypass, using a classifier to screen actions for potential risks.
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How Anthropic is turning Claude into an ‘always-on’ agent — and what it learned from OpenClaw
Anthropic is turning up the dial on its efforts to make Claude a system that can carry out tasks without constant input, introducing a trio of new features this past week that let the model run in the background, act across a user’s machine, and be controlled remotely.
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With Composer 2, Cursor targets longer coding tasks with lower pricing
Composer 2 by Cursor promises AI coding for longer tasks with improved performance and lower pricing.
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Cursor turns its internal security agents into reusable templates
Cursor offers reusable templates for security agents, enabling continuous codebase scanning and automatic vulnerability fixes, enhancing software security review processes.
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With Small 4, Mistral combines three of its flagship AI models into one
Mistral combines its AI models into a hybrid system with Small 4, integrating reasoning, image processing, and coding capabilities into a single model for developers.
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Replit’s Agent 4 coordinates multiple AI agents to build apps in parallel
Replit’s Agent 4 coordinates multiple AI agents to execute app-building tasks in parallel, enhancing project management and oversight in complex software development.
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Anthropic launches AI code review agents that scan pull requests for bugs
Anthropic introduces AI code review agents in Claude Code to scan pull requests for bugs, aiming to streamline the code review process and reduce bottlenecks.
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A ‘high blast radius’: Amazon probes surge in outages linked to AI coding tools
Amazon investigates increased outages linked to AI coding tools, highlighting incidents with high impact and prompting stricter approval processes for AI-assisted code.
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Safehouse sandboxes AI coding agents on macOS
Safehouse is an open-source tool that sandboxes AI coding agents on macOS, limiting their access to sensitive files and directories to enhance security.
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Cursor launches Automations for always-on coding agents
Cursor's Automations feature enables coding agents to run automatically in response to events, streamlining codebase maintenance and routine engineering tasks.
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Developers love Claude Code, but Microsoft’s reach gives Copilot the enterprise edge
While developers prefer Claude Code, Microsoft Copilot dominates in larger enterprises, highlighting a divide between individual preferences and corporate adoption trends.
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Claude Code gets remote access to live local terminals
Claude Code's new Remote Control feature allows developers to manage local terminal sessions from mobile devices, syncing commands and outputs across platforms.
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GitHub brings Claude and Codex agents directly into Copilot
GitHub integrates Anthropic's Claude and OpenAI's Codex into Copilot, offering Business and Pro users a choice of coding agents for tasks like code drafting and review.
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Ollama and OpenClaw make natural bedfellows for the local AI stack
Ollama and OpenClaw are good examples of a local-first AI stack, reducing cloud dependency by running models and agent frameworks on consumer hardware for enhanced control and efficiency.
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OpenAI moves beyond SWE-bench Verified as coding benchmarks saturate
OpenAI shifts focus from SWE-bench Verified as coding benchmarks reach saturation, exploring more complex evaluations for AI models in real-world scenarios.
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Anthropic brings ‘frontier cybersecurity’ to Claude Code as cyber stocks slide
Anthropic introduces AI-driven Claude Code Security to help developers identify and fix software vulnerabilities, integrating into existing workflows.
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Claude Code hid file-access data — a new open-source observability tool emerged
A developer built an observability layer for Claude Code after Anthropic's update hid file-level activity, impacting visibility into agentic coding tool operations.
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With Agentic Workflows, GitHub wants to help automate repo maintenance
GitHub's Agentic Workflows aim to automate repo maintenance by embedding coding agents into GitHub Actions, enabling workflows to reason over repository state.
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As coding agents become collaborative co-workers, orchestration takes center stage
As AI coding agents become more autonomous, engineers shift from coding to orchestrating tasks, focusing on architecture and strategy, as seen with OpenAI's Codex app.
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8 agentic coding trends shaping software engineering in 2026, according to Anthropic
Anthropic's 2026 report outlines eight trends in software engineering, highlighting AI agents' expanded roles in coding, team collaboration, and lifecycle management.
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Claude Opus 4.6 and GPT-5.3 Codex take aim at long-running AI work
Claude Opus 4.6 and GPT-5.3 Codex aim to improve AI's ability to handle long-term tasks, addressing issues like losing track during extended coding and research projects.
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Anthropic brings MCP tool search to Claude Code
Anthropic integrates MCP tool search into Claude Code, enhancing AI agents' ability to dynamically discover tools, addressing scaling issues in tool selection and usage.
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Apple embraces agentic coding as Claude and Codex land inside Xcode
Xcode 26.3 introduces agentic coding, integrating Claude and Codex to enable AI agents to perform tasks directly within the IDE.
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OpenAI launches macOS Codex app for supervising AI agents
OpenAI introduces a macOS Codex app for managing AI agents, allowing developers to supervise parallel tasks, monitor progress, and integrate with GitHub for seamless collaboration.
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Why ‘it’s better to overshoot than undershoot’ in the age of agentic coding
An interview with Gabor Soter, founder of generative AI consultancy Palindrom, who is planning to go all-in on agentic coding tools in 2026.
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LanceDB brings versioned context memory to multimodal AI agents
LanceDB introduces versioned context memory for multimodal AI agents, enabling persistent, replayable agent state across tasks with a versioned dataset approach.
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Unpacking the ‘unpossible’ AI coding logic of Ralph Wiggum
Explore the 'Ralph Wiggum' AI coding method, a looping technique prioritizing persistence, enabling agents to handle tasks until completion.
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Ollama helps Claude Code run locally on open-weight models
Ollama enables Claude Code to run locally on open-weight models, giving developers control over costs, data, and deployment without relying on Anthropic's cloud.
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Kilo bets on context as the bridge between AI coding agents and chat apps
Kilo Code’s new Slack integration connects chat and coding by allowing AI agents to turn team discussions into concrete code changes while preserving context.
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Anthropic open-sources its internal code-simplifier agent
Anthropic has open-sourced a code-simplifier agent used internally by the Claude Code team, with a focus on rewriting existing code to reduce duplication, clarify logic, and make projects easier to maintain.
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Google wants to make Jules a more ‘proactive’ coding colleague
Google is make its Jules coding agent more "proactive," allowing it to surface tasks and respond to events without being explicitly invoked by developers.
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As AI coding agents take flight, what does this mean for software development jobs?
As AI coding agents evolve, they are not just assisting but proactively shaping software development, prompting crucial reflections on the future roles and responsibilities of human developers.
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MiniMax M2.1 marries scale and efficiency for multi-language software development
LLMs are getting bigger, but most developers still have to work within tight limits on speed, cost, and hardware. MiniMax M2.1 is an attempt to square that circle: a large model that behaves more like a much smaller one at inference time.
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Amp adds code review to its agent toolkit
Amp has introduced a new review-focused agent designed to help developers examine and understand code changes with greater structure and depth.
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GitHub gives Copilot better memory
GitHub is bringing persistent memory to Copilot, allowing it to retain repository-level context across sessions. This enhances code suggestions and reviews by building on accumulated developer interactions over time.
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Evaluating context compression in AI agents
As AI agents handle longer-running development work, the way context is compressed can determine whether critical information is preserved or lost.
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Cursor acquires Graphite to bridge code creation and review
Cursor’s acquisition of Graphite aims to unify code creation and review, and in the process brings the company closer to territory long dominated by GitHub.
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With Gemini 3 Flash, Google gives developers a low-cost model ‘built for speed’
Google's Gemini 3 Flash promises a more cost-effective, high-throughput language model optimized for low-latency use-cases.
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As AI coding agents mature, metrics follow a familiar enterprise path
As AI coding agents land deeper in development workflows, organizations seek metrics to assess usage, prompting vendors like GitHub and Continue to enhance visibility into tool performance and adoption.
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Forever stateful: Letta Code bets on memory as the missing layer in coding agents
Letta Code is a memory-driven coding agent that retains context over time, challenging stateless models and offering developers a flexible, open source solution to enhance productivity and reliability in coding tasks.
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Amp launches Thread Map to help navigate AI coding agent work
Amp’s Thread Map visualizes what AI coding agents are doing and how their work connects, helping keep context intact and making parallel tasks easier to manage by grouping scattered conversations into clear units of work.
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Claude Code comes to Slack as team chat and coding converge
Anthropic is rolling out an integration between Claude Code and Slack, allowing developers to trigger coding tasks directly from team conversations.
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Mistral debuts Vibe CLI agent and open-weight Devstral 2 models for enterprise-grade coding
Mistral, the French frontier AI model lab most recently valued at €11.7 billion, has launched a duo of open-weight coding models alongside a new terminal-based open source agent.
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Inside Kilo Code: An open source AI coding agent with plans to reshape software development
Launched in March, 2025, Kilo Code is an open source coding agent that can be configured for a range of tasks — from generating new code and refactoring multi-file changes, to debugging, writing documentation, running terminal commands, or orchestrating longer workflows across multiple agents.
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OpenAI, Anthropic and others unite behind Agentic AI Foundation for open standards
OpenAI, Anthropic, Block, and other major tech players have united to launch the Agentic AI Foundation, with a view toward establishing open standards for agentic AI systems.
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GitHub Copilot Spaces now brings project context into public view
GitHub is opening up its context system with the launch of public Spaces in Copilot, a shift that moves the feature from a private project aide into something that can be shared, circulated, and referenced outside a team.
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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.
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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.
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8 benchmarks that could shape the next generation of AI agents
As AI systems shift from predictive text engines to tool-using agents, a new class of benchmarks is emerging to measure how well these systems reason, act, and recover across complex workflows.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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Context-Bench: Measuring AI models’ context engineering proficiency
Context-Bench is a new benchmark for AI models, assessing their ability to manage information and continuity skills in complex, multi-step tasks
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Code, meet crowd: Amp bets on ‘social coding’ with new public profiles
Amp is embracing “social coding,” powered by public developer profiles that let users share their projects, prompts, and agent workflows with others.
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AI-assisted engineering: Report reveals adoption and productivity gains, but quality issues persist
A new report from developer analytics firm DX reveals that while AI coding tools may enhance productivity for developers, quality concerns remain, emphasizing that high adoption rates do not guarantee improved engineering outcomes.
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OpenAI adds Safeguard to GPT-OSS, letting developers set their own safety rules
OpenAI has introduced Safeguard, a new model designed to monitor and mediate the deployment of its open-weight GPT-OSS models, marking a more measured step into open distribution.
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Warp joins the pricing pivot sweeping AI developer tools
Warp, the AI-powered terminal for developers, is changing how it charges users, making it the latest in a string of coding-tool companies to revise their pricing models.
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Amp’s new business model? Ad-supported AI coding
From Netflix to Spotify, ad-supported tiers are a staple component of the digital economy, offering product access in exchange for your eyeballs (figuratively speaking). Now, agentic coding platform Amp is testing whether that same model can work in software development.
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Anthropic gives Claude Code contextual intelligence with Agent Skills
Agent Skills is a new feature that lets developers define specialized capabilities, so Claude can follow established workflows and apply domain-specific expertise on demand.
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JetBrains joins Agent Client Protocol to open AI coding agents to any IDE
JetBrains is partnering with Zed to co-develop and adopt the Agent Client Protocol (ACP), bringing native ACP support to its suite of IDEs — including IntelliJ IDEA, PyCharm, and WebStorm.
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Anthropic brings Claude Code to the web and mobile
Anthropic has released a web-based version of Claude Code, its AI coding agent originally designed for the command line. The update means developers can now interact with Claude Code through a hosted interface, linking directly to GitHub repositories where the agent can clone, edit, test, and propose fixes from a secure sandbox.
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Conare conjures context for Claude Code
Conare promises to improve Claude Code by enabling developers to manage project context, providing reusable elements and a live overview.
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Google puts the 'eye' in AI with Chrome DevTools MCP
AI coding assistants can write and reason about code, but they can’t see it. Google wants to change that with Chrome DevTools MCP, a public-preview release that lets AI agents connect directly to a live browser environment through Chrome’s built-in developer toolkit, DevTools.
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Chat and code converge as GitHub brings Copilot to Microsoft Teams
How about this for a concept: the IDE of the future is a chat thread, embedded in whatever enterprise messaging app you and your company use. We're not there yet, but the lines between chat and code interfaces are starting to blur.
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A look at Spec Kit, GitHub’s spec-driven software development toolkit
Spec Kit offers a way to capture and organise software requirements so that AI agents can actually work from them without trying to read the developer’s mind. It turns specifications into a living blueprint: something both humans and machines can interpret, refine, and execute.
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Rulebook-ai wants to ‘elevate vibe coding to vibe engineering’ by generating assistant-specific configs
Rulebook-AI transforms AI coding assistant configs into structured guidance, eliminating fragmentation and inconsistency. This command-line tool aims to streamline development workflows, enhancing productivity and collaboration across diverse tools.
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GitHub’s MCP Registry targets the trust gap in AI interoperability
The GitHub MCP Registry provides a centralized platform for developers to discover and connect to various MCP servers -- it's designed to enhance AI interoperability across tools and workflows.
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Why Codeplain is betting on spec-driven software development
Codeplain is one of the early players in the burgeoning spec-driven software development space, shifting from code-centric methods to natural-language specifications.
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Replit puts AI coding agents on a leash with plan mode
Replit's new "plan mode" promises to improve AI coding assistance by restricting direct code changes, enabling developers to collaborate on ideas and designs while mitigating operational risks and ensuring system governance.
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Anthropic’s eye-watering $183B valuation: the ripple effect for AI, industry and the developer ecosystem
Anthropic’s $183 billion valuation highlights how downstream startups and developers could be exposed to the volatility of multi-billion-dollar bets being made much farther upstream.
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GitHub brings Copilot ‘next edit suggestions’ and ‘code review’ to JetBrains
GitHub has extended Copilot’s Next Edit Suggestions to JetBrains’ suite of IDEs, taking the AI-powered editing feature beyond Microsoft’s own developer tools for the first time.
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Warp Code wants to help developers push agent-generated code from ‘prompt to production’
Warp Code strives to fill the void between prompts and production-grade code, serving a lightweight editor and review system built directly into Warp. The core pitch is speed, with Warp claiming that it’s the fastest way to get agent-generated code “from prompt to production.”
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How Amazon’s Q CLI and Kiro can turn specs into automated QA
Amazon’s Q CLI and Kiro can help automate QA testing by enabling AI to validate code against defined specifications, transforming traditional development practices into a self-validating process.
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Zed debuts Agent Client Protocol to connect AI coding agents to any editor
The Agent Client Protocol is an open standard that lets any editor or IDE connect seamlessly to any AI agent. You can switch from refactoring with Claude to testing with Gemini, without juggling multiple terminals and re-explaining your project each time.
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The rise of Agents.md, an open standard and single source-of-truth for AI coding agents
AGENTS.md emerges as a unified standard for AI coding agents, streamlining instruction storage and ensuring alignment with human software practices, enhancing reliability and efficiency in software development.
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Claude Code now lets you customize its communication style
Claude Code now supports customizable communication styles, so developers can switch between detailed explanations and hands-on guidance to match their workflow.
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Custom agents land in Amazon Q Developer CLI, bringing task-specific AI workflows to the terminal
Amazon Q Developer CLI now supports custom agents, letting developers define task-specific workflows with tailored tools, context, and permissions, entirely from the terminal.
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Gemini CLI goes from terminal to team player with GitHub Actions automation
Google's Gemini CLI enhances GitHub Actions by automating issue triage, pull request reviews, and on-demand support, transforming coding workflows and improving collaboration within developer teams.
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App.build leaps out of the terminal with a web UI for AI-driven prototyping
App.build transforms rapid prototyping with a new web UI, allowing users to create full-stack applications effortlessly from their browser, accelerating development and simplifying deployment without local configuration.
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Warp's $200/month Lightspeed plan targets heavy-duty AI coders
Warp's new $200/month Lightspeed plan significantly boosts AI request capacity and codebase indexing limits, catering to serious developers seeking advanced automation in terminal-based workflows.
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Cursor’s new pricing structure explained
Cursor's new pricing model sparks community backlash as it shifts from a request-based to a credit-based system, leaving users confused about value amidst rising AI inference costs.
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Augment’s coding agent arrives in the terminal
Augment launches Auggie CLI, an AI coding agent designed for terminal use, enhancing team collaboration and efficiency in software development alongside existing platforms like Claude Code and Gemini CLI.
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What OpenAI’s open-weight models mean for developers
OpenAI's release of open-weight 'gpt-oss' models marks a significant shift towards transparency, addressing criticism of its prior secretive approach and empowering developers with accessible language models.
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Replit’s Queue brings structure to multi-task AI coding
Replit's new feature, Queue, enhances AI coding by allowing developers to stack and automate tasks, bringing efficiency and structure to multi-tasking in software development projects.
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Why Claude Code is capping power users
Anthropic's new weekly usage limits for Claude Code power users aim to curb excessive consumption, impacting all subscribers and reflecting the platform's rapid growth and resource management challenges.
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Inside GitLab Duo’s New Agent Platform
GitLab's Duo Agent Platform brings AI collaboration to DevSecOps workflows, automating routine tasks.
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GitHub Spark turns prompts into working web apps
GitHub Spark turns natural language prompts into working web apps - no coding required.
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From vibe coding to viable code: AWS dives into spec-driven AI software development with Kiro
AWS's Kiro pushes spec-driven development as an alternative to vibe coding, using detailed specifications to guide AI agents.
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From vibe coding to vibe planning
Explore Replit's shift from vibe coding to vibe planning, as they address AI risks by introducing a read-only mode to prevent destructive changes in live codebases.
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Awesome Reviewers turns code-review feedback into reusable, AI-ready prompts
Awesome Reviewers turns real code review comments into AI prompts you can actually use.
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The Real Housewives of Silicon Valley
AI's top minds are being poached in billion-dollar deals. It's not a war for companies anymore, it's a war for talent.
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Docker brings agent orchestration into your microservices workflow
Docker brings AI agents to microservices with Compose and MCP Gateway, enabling local-to-cloud agentic app scaling and GPU offloading.
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Making React apps multilingual without rewriting existing components
Translate React apps at build-time with zero code refactoring using Lingo.dev’s AI-powered compiler – multilingual UIs made effortless for developers.
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OpenAI makes GPT prompts first-class API citizens
OpenAI now treats prompts as API primitives - centralized, versioned, and callable - enabling collaboration, A/B testing, and dynamic integration like never before.
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Google enters the terminal with Gemini CLI AI agent
Google's new Gemini CLI brings an open-source AI agent to the terminal, complete with a generous free tier, sandboxing, and 1M-token context.