Research
Everything Intel keeps, in one place — every brief we run, every department, readers' own, and every finding behind them. Browse below, or see the same body of work as a connected graph on the live map.
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All coverage
Everything Intel has read, newest first. Each title opens at its original publisher.
- Dev Tooling & Infra✓ verified
Over 100 companies, including OpenAI, Anthropic, Google and Microsoft, sign an open letter on AI-enabled cyberattacks
When the labs shipping the capability and the vendors defending against it sign the same letter, the hardening work stops being optional for anyone running infrastructure.
- Dev Tooling & Infra
VS Code 1.135 picks up agent sessions that were started in another application
A session that survives leaving the tool it started in is the first real answer to agent work being trapped per-application, and the per-turn token breakdown is the first place a team can see what a long run actually cost.
- Dev Tooling & Infra
Paul Dix says AI wrote a million lines of a database product now running on millions of machines
The transferable part is not the line count, it is the precondition: this worked because there was something to check the output against. Teams without an oracle for the work are not in the same situation and should not read this as the same result.
- Dev Tooling & Infra
GitHub Copilot gets an org-wide default for which models are switched on
If you administer Copilot the default flips how every unconfigured model behaves, and the rollout finishes on 1 September — worth checking before rather than after.
- Dev Tooling & Infra✓ verified
A prompt-injection chain took over Claude Code auto mode in most attempts
If you run a coding agent unattended, this is the working argument for a container, restricted network egress, and keeping SSH and cloud credentials out of the agent runtime.
- Dev Tooling & Infra
Nvidia’s Jetson Orin Nano 2 doubles entry-level edge inference - but not until 2027
The default board under most hobby and low-end commercial robotics just doubled, and the eighteen-month wait for silicon is the planning fact, not the TOPS number.
- Dev Tooling & Infra✓ verified
Microsoft details Maia 200 at Hot Chips and says it is already serving in an Iowa Azure region
Inference cost per token is set by which silicon a cloud actually runs; a hyperscaler moving its own part into a live region is where the price pressure on rented GPUs starts.
- Dev Tooling & Infra
Simon Willison's command-line tool for language models can now stack templates
Separating "which model, configured how" from "what am I asking" is the cheapest way to keep a prompt comparison honest across vendors.
- Dev Tooling & Infra
Claude Security's vulnerability scanning moves onto Anthropic's most cyber-capable model
A frontier model reaching security teams as a product switch, rather than as an API they have to wire up themselves, is how capability actually lands in a security org.
- Dev Tooling & Infra
VS Code 1.134 lets one window drive agent sessions running in another
The prompt timeline and cross-window session hosting are the first-class answer to the thing that actually breaks a long agent run — nobody can tell which prompt made which edit. Reviewing an agent session is becoming a supported workflow rather than a scroll.
- Dev Tooling & Infra
GitHub adds organization-level code quality trend tracking
An org-level quality trend line is the first place a team writing a lot of agent-generated code will see the cost show up — worth switching on before the volume arrives, not after.
- Dev Tooling & Infra
GLM-5.3 is available through Vercel AI Gateway
Gateway availability is what makes a non-US frontier model a one-line config change instead of a procurement project.
- Dev Tooling & Infra
GitHub adds credential revocation and deauthorization by token type
Agent tooling multiplies the number of live tokens against a repo; killing one class without logging every human out is the difference between containing an incident and causing an outage.
- Dev Tooling & Infra
GitHub ships enterprise-managed settings for Copilot in JetBrains IDEs
Coding-assistant policy only becomes real when it is pushed from the org rather than set per developer, and JetBrains was the gap in that story.
- Dev Tooling & Infra
Vercel discounts GPT-5.6 Sol 50% on AI Gateway through 18 September
A time-boxed 50% cut is a window to run the expensive evaluation you keep deferring, not a reason to re-plan your default model.
- Dev Tooling & Infra✓ verified
Cursor ships Origin, its own code host, and Vercel wires deploys straight into it
Where the repository lives decides which agent gets cheap access to your whole codebase — a lock-in question dressed as a hosting choice, and the compatibility with existing Actions workflows is what makes it cheap enough to try.
- Dev Tooling & Infra
Workflow-first, RPA only where the screen is the only door
It is a vendor arguing its own architecture, and the failure modes it lists are still the ones that take an automation down six months in — read it as a checklist, not a verdict.
- Dev Tooling & Infra
Let the model invent the tags, then match them to your real ones with embeddings
Anyone who has tried to classify against a taxonomy larger than the context window has hit this wall, and the trick turns the model’s tendency to invent into the useful half of the pipeline. It is an idea rather than a benchmark, so measure it on your own labels before shipping it.
- Dev Tooling & Infra
VS Code 1.133 lets one Claude session switch model providers between turns
Per-turn provider switching turns model choice into a cost dial you move mid-task, and the sign-out path removes GitHub as a hard dependency for anyone driving the agent window on their own key.
- Dev Tooling & Infra
Vercel Sandbox swaps its runtimes for versioned open-source base images with coding agents preinstalled
A pinned, inspectable image is the difference between an agent sandbox you can reproduce and one you can only describe — worth a look before your next "it worked yesterday" agent incident.
- Dev Tooling & Infra✓ verified
Claude Code switches to auto mode by default on August 14 for Pro, Max, and Team plans
If your team runs Claude Code, the permission behaviour changes under you on August 14 — decide now whether to pin your current default.
- Dev Tooling & Infra✓ verified
CISA adds an actively exploited Langflow code-injection flaw to the KEV catalog
If Langflow is anywhere in your stack, patch now — agent-builder tools are production attack surface, and this one is being exploited in the wild.
- Dev Tooling & Infra✓ verified
Autodesk adds 3D Editor + Canvas to Flow Studio for directable AI filmmaking
Spatial 3D direction over generative rendering is the pattern that turns AI video from a slot machine into a production tool.