The Hallway Track
53 tracked signals on agentic-coding.
Apple rebuilt Apple Intelligence on Google Gemini technology to power its new Foundation Models.
“Working together with Google and leveraging the technologies behind their Gemini family of models, we created the latest Apple Foundation Models for our integrated Apple Intelligence experiences.”
Salesforce reframes Slack as a multiplayer AI operating system where agents work in shared channels
“The single-player era of AI made people faster. The multiplayer era is what makes a whole company smarter, together.”
Claude Opus 4.5 and GPT-5.1 crossed a reliability threshold making AI coding agents viable for daily use
“improved from "often make mistakes" to "reliable enough to use on a day-to-day basis"”
Anthropic's Claude Opus 5.5, first of the Claude 5.5 family, launches on Amazon Bedrock.
“Claude Opus 5.5 does more with fewer tokens than Claude Opus 5, and new pricing passes those gains straight to customers.”
Claude Fable 5.1 launches on AWS Bedrock with mandatory 30-day data retention as a Covered Model
Amazon pilots show 4.5x median developer productivity gains using agentic AI coding
“we've been seeing a median of 4.5x productivity improvement and sometimes more than 10x”
Claude Opus 5 launches on AWS Bedrock, matching Fable 5 intelligence at Opus-tier pricing
“Claude Opus 5 matches Claude Fable 5's top-tier intelligence in many domains at Opus-tier pricing.”
Apple unveils integrated AI platform at WWDC26 with Xcode 27 agentic coding and new on-device frameworks.
“At Apple, AI isn't a layer you bolt on. It's integrated into our platforms.”
Apple's Game Porting Toolkit 4 adds agentic coding skills that let coding agents port games to Apple platforms far faster.
“We're at a moment where coding agents are fundamentally changing how software gets built. Game porting is no different.”
Agentic coding is the first AI use case with undeniable product-market fit, while foundation models commoditize.
“I don't think foundation models are a product. I don't think a chatbot is a product. I think the value will be further up.”
Microsoft unveiled a new GitHub Copilot desktop app that runs parallel agentic coding sessions and auto-merges PRs.
“When I enable agent merge, Copilot will continuously babysit this PR through CI checks, code review, and merge conflicts.”
OpenAI's GPT-5.5, GPT-5.4, and Codex are now generally available on Amazon Bedrock at first-party pricing.
“GPT-5.5, the most advanced frontier model from OpenAI, is generally available on Amazon Bedrock.”
AI code generation outpaces human verification, making testing the new bottleneck
“If you have comprehensive verification, you can release code at the same rate as your agents write it”
Google DeepMind's Antigravity 2.0 separates IDE from agent manager as standalone apps
“give the ball to Messi and get out of the way”
Software engineering will become factory engineering as AI agents automate the full SDLC
“the discipline of software engineering will become something more like factory engineering”
Alibaba previews Qwen4 architecture via 176B MoE model with 1M token context
Cognition's DeepWiki has indexed 1.4M GitHub repos and powers Devin's context layer
“the hardest part of creating a wiki is actually the table of contents”
Databricks claims most of its code is now written by AI agents
“Most code at Databricks is now written by agents.”
Claude Fable 5 tops Google's Android Bench LLM leaderboard with a score of 84.5
“Claude Fable 5 is leading the pack with a score of 84.5”
Factory's CEO envisions a 'dark factory' where software autonomously builds itself without human intervention
“we were focused on fully autonomous agents but engineers weren't ready procurement teams at the enterprise weren't ready”
DeepReinforce released Ornith-1.0, an MIT-licensed open-weights agentic coding model built on Gemma 4 and Qwen 3.5.
“Initial impressions are very good - it seems to be able to run the agent harness over many tool calls in a proficient way.”
AWS launches Neuron Agentic Development, AI agents that write, debug, and profile Trainium/Inferentia kernels.
“What if every machine learning (ML) engineer could operate as a performance engineer, writing hardware-aware kernels, diagnosing bottlenecks, and shipping optimized models, without years of chip-level experience?”
Google AI Studio's Gemini 3 Flash coding agent builds a working real-time multilingual voice app from a single prompt in seconds.
“So, really here within Google AI Studio, you can build your products, your ideas, let your inspiration fly wild.”
Apple's Foundation Models framework now offers frictionless frontier-model access via Private Cloud Compute, plus agentic coding in Xcode.
“the ability to now just access one of these frontier models in Private Cloud Compute with basically no setup or friction at all”
Anthropic's Claude models, including newly released Opus 4.8, are available in Microsoft Foundry for agentic coding.
“We've pretty well solved coding when you look at it from this metric's perspective.”
Microsoft introduces Rayfin, a code-defined backend SDK/CLI that deploys to Microsoft Fabric for the agentic coding era.
“Rayfen is the back-end for this new AI coding era.”
Coding tools are converging on an 'agent command center' form factor as agent supervision becomes the core skill.
“the level of abstraction is really shifting from managing individual agents”
AI models are more capable than how we actually deploy them, with deployment lagging capability even at Microsoft.
“just because an AI model is highly capable of something does not necessarily mean that quick deployment will follow”
Google launched Antigravity 2.0 enabling multi-agent parallel coding via natural language prompts
“We're looking at a future where AI agents write highly secure software autonomously in the background, spawning sub agents, using browser tools, and utilizing work trees to get the job done.”
Tessl proposes 'harness engineering' as a new discipline for building agent-powered software factories
“a software factory is any agent-based system where all of the end product you build and deliver to users is created by agents”
OpenAI Codex now runs on mobile and can be self-hosted via open-source application server
“You can host Codex anywhere thanks to its open source code and application server”
DeepLearning.AI and JetBrains launch a course teaching spec-driven development as the best workflow for building serious apps with coding agents.
“Spec driven development is currently the best type of workflow for building serious applications with agentic coding assistance.”
Figma shipped its first MCP server in 3 months, bridging design and production code for any AI tool
“AI tools don't need to build a dedicated integration. They can just use our Figma MCP and they kind of get started.”
Unblocked's context engine solves the agent knowledge-reset problem by delivering organizational context continuously
“Agents are like new employees. they reset their knowledge every time you start a new task.”
Warp built a cloud agent platform after hitting limits of local laptop-based AI coding agents.
“we realized that we had kind of reached the limits of what we could do on our laptops, and we wanted agents to do work that was more long-running, that was adapted to different constraints”
GPT-5.6 Sol Ultra via Codex produced a richer game than Claude Fable 5 but missed a visible rendering bug
“Despite reviewing screenshots during development Codex failed to spot and correct this bug.”
Databricks shares lessons on managing AI coding tool costs at enterprise scale
Boundary ships a compiler without code reviews using AI-readable architecture docs as the invariant standard
“Code can be slop, writing cannot.”
Agentic tools enable API providers to automatically apply breaking changes to customer codebases via PR
“API providers shouldn't just announce changes, they should apply them.”
Harbor framework treats all agent runs as RL rollouts, requiring empirical evaluation like ML models.
“Agentic coding is a form of machine learning. Generated code is best treated as a blackbox artifact whose behavior and generalization should be managed via empirical evaluation like with any ML model.”
Simon Willison used Claude Code to port the Moebius 0.2B inpainting model to run in-browser via WebGPU.
“the harder a problem is the more time you have to get distracted while you wait for them to finish crunching!”
Databricks launches Genie Code, an agentic coding agent natively integrated with its machine learning stack.
“we've upgraded the context in Genie code. So, it now knows how your machine learning teams and how your data science teams actually work”
OpenAI shares how Jason Liu uses Codex to preserve context across long-running, multi-prompt projects.
“Learn how Jason Liu uses Codex to preserve context, manage complex projects, and help work continue beyond a single prompt.”
NVIDIA leads agentic coding performance on AA-AgentPerf, the industry's first multi-vendor agentic AI benchmark.
“Artificial Analysis AgentPerf (AA-AgentPerf) offers the industry's first multi-vendor open benchmarks profiling trajectories that are representative of real-world AI agent coding tasks.”
GitHub Copilot CLI's agent loop now powers the SDK, CLI, and a new GitHub app across Microsoft and GitHub.
“We build the core agent loop uh that powers the Copilot CLI and the SDK and increasingly all of the agents across, you know, Microsoft and GitHub.”
GitHub's CLI brings agentic code generation and automation to the full issue-to-merged-PR workflow.
“now we're hitting about 275 million per week and that was just the last number I heard”
Agentic coding tools are dramatically boosting software engineering productivity, including at Microsoft's own teams.
“suddenly you weren't having to interact prompt by prompt but whole work streams of code were being produced and full functional apps”
WorkOS engineer uses Claude Code with MCP-connected Slack and Linear to fix and self-verify bugs autonomously.
“despite, you know, getting more done than ever before, like you're completely fried at the end of the day”
Databricks Lakebase database branching uses copy-on-write to give agentic coding instant, safe, throwaway test environments.
“Agentic coding has allowed us to move faster than ever before, but if you're still using a more traditional database setup, your database can be a serious bottleneck both in terms of speed and safety.”
Apple's WWDC26 UIKit session introduces an agent-driven skill to automate app modernization for iOS/macOS 27.
“And finally, I'll cover a new skill that helps an agent to handle most of this modernization work automatically.”
Microsoft is shipping developer-first Windows 11 tooling including WSL Linux containers, one-command setup, and agent-augmented coding.
“We are shipping a ton of developer goodness this week.”
Apple's SwiftUI team mentions new agentic coding skills and type-checking performance work introduced this year.
“now my focus is on swift UI performance and also the uh the agentic coding skills that we introduced this year”
A live Build demo session encourages developers new to agentic coding to start building with GitHub Copilot's agent modes.