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Version-pinned AI coding agent config kits: AGENTS.md, CLAUDE.md, Cursor rules & Copilot instructions for 12 stacks. Built and validated by Piekwerk AgentConfig Studio.

Alibaba measured it: the best coding agent meets 70% of requirements and finishes 26% of tasks

Alibaba measured it: the best coding agent meets 70% of requirements and finishes 26% of tasks

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5 min read

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Microsoft's APM is npm for agent context: one apm.yml, 9 harnesses, byte-exact lockfiles

Microsoft's APM is npm for agent context: one apm.yml, 9 harnesses, byte-exact lockfiles

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6 min read
5,000 agents, 7,200 pushes a second: inside GitHub's Rubicon, and the Git guarantee it drops

5,000 agents, 7,200 pushes a second: inside GitHub's Rubicon, and the Git guarantee it drops

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5 min read
OpenCode 2.2.6 pools your MCP connections: what pool:true saves, and what it can't

OpenCode 2.2.6 pools your MCP connections: what pool:true saves, and what it can't

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5 min read
Google's Elephant-Goldfish plugin: 5 stages of fresh-context review before your agent writes code, and 3 catches

Google's Elephant-Goldfish plugin: 5 stages of fresh-context review before your agent writes code, and 3 catches

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5 min read
Anthropic's agent memory study: fixed save-rules cost Claude its gains, and 9 files beat 413

Anthropic's agent memory study: fixed save-rules cost Claude its gains, and 9 files beat 413

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7 min read
Claude Code's don't-ask-again file held 1,379 secrets in 1,122 public repos: what settings.local.json really saves

Claude Code's don't-ask-again file held 1,379 secrets in 1,122 public repos: what settings.local.json really saves

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5 min read
MCP Inspector's OAuth flow could run PowerShell on Windows: inside CVE-2026-119025, and why npm update misses the fix

MCP Inspector's OAuth flow could run PowerShell on Windows: inside CVE-2026-119025, and why npm update misses the fix

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6 min read
Claude Code background subagents now use 5% less of your usage limit: how the 99% status-line fix works

Claude Code background subagents now use 5% less of your usage limit: how the 99% status-line fix works

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4 min read
AGENTS.md generators vs validated kits: what a 1,280-rule generator can't check

AGENTS.md generators vs validated kits: what a 1,280-rule generator can't check

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6 min read
Positron 2026.10 ships an IDE-wide MCP server: 5 guardrails before Claude Code gets your consoles

Positron 2026.10 ships an IDE-wide MCP server: 5 guardrails before Claude Code gets your consoles

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Google migrated 174,000 lines of Fortran to Rust in 59 minutes: the 11-minute baseline is the part to copy

Google migrated 174,000 lines of Fortran to Rust in 59 minutes: the 11-minute baseline is the part to copy

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6 min read
Google's Jules shuts down December 31: 7 days left to export your coding agent's memories and setup

Google's Jules shuts down December 31: 7 days left to export your coding agent's memories and setup

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5 min read
MCPhantom: agents chose deprecated MCP servers in 98% of tracked sessions, and no patch is coming

MCPhantom: agents chose deprecated MCP servers in 98% of tracked sessions, and no patch is coming

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Claude Code 2.1.317 tightens failure defaults: SDK hook callbacks can block, and an email leak now asks first

Claude Code 2.1.317 tightens failure defaults: SDK hook callbacks can block, and an email leak now asks first

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5 min read
Vercel agent-desktop: computer use for coding agents through the accessibility tree

Vercel agent-desktop: computer use for coding agents through the accessibility tree

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5 min read
Microsoft's TokenEconomizer cuts coding agent costs up to 30.9%, and it does it by editing your config files

Microsoft's TokenEconomizer cuts coding agent costs up to 30.9%, and it does it by editing your config files

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5 min read
DeepSeek's dsh-superagent is a proactive coding agent that waits to be asked: router, tickets, and the observe default

DeepSeek's dsh-superagent is a proactive coding agent that waits to be asked: router, tickets, and the observe default

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5 min read
Programmatic tool calling goes default in Droid 1.0: one program, hundreds of tool calls, and a new allowed_callers decision

Programmatic tool calling goes default in Droid 1.0: one program, hundreds of tool calls, and a new allowed_callers decision

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6 min read
Copilot Fusion is GA: 2 points off Opus 5.5 Max at half the cost, and your model picker is now an effort dial

Copilot Fusion is GA: 2 points off Opus 5.5 Max at half the cost, and your model picker is now an effort dial

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5 min read
Claude Code 2.1.316: subagent effort becomes a setting, ultrathink gets a kill switch, and Opus fast mode has 30 days left

Claude Code 2.1.316: subagent effort becomes a setting, ultrathink gets a kill switch, and Opus fast mode has 30 days left

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5 min read
Malware posed as Claude Code in Cursor's marketplace: what your agent config can and cannot contain

Malware posed as Claude Code in Cursor's marketplace: what your agent config can and cannot contain

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5 min read
Cursor's Agent SDK is GA: your agent is a folder of Markdown and TypeScript

Cursor's Agent SDK is GA: your agent is a folder of Markdown and TypeScript

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4 min read
GitHub Copilot's assisted permissions went GA: an LLM now decides which commands run without asking you

GitHub Copilot's assisted permissions went GA: an LLM now decides which commands run without asking you

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4 min read
MCP tasks landed in Claude Code: a tool call can now outlive your session, and 6 config decisions come with it

MCP tasks landed in Claude Code: a tool call can now outlive your session, and 6 config decisions come with it

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6 min read
MCP C# SDK 2.0 is stable: HTTP is stateless by default, and 10 changes can break your upgrade

MCP C# SDK 2.0 is stable: HTTP is stateless by default, and 10 changes can break your upgrade

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5 min read
A web page can plant AGENTS.md in your Downloads folder: Codex obeyed it in over 90% of attempts

A web page can plant AGENTS.md in your Downloads folder: Codex obeyed it in over 90% of attempts

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6 min read
MCP servers v2.1.0 fixes 8 vulnerabilities: filesystem writes could escape allowed folders

MCP servers v2.1.0 fixes 8 vulnerabilities: filesystem writes could escape allowed folders

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6 min read
Microsoft's Agensh runs 1,024 coding agents with no manager: one agent on the newer model beat the whole fleet

Microsoft's Agensh runs 1,024 coding agents with no manager: one agent on the newer model beat the whole fleet

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6 min read
Claude Code 2.1.309 and 2.1.310 patched 15 guardrail bypasses in two days: deny rules, sandbox, and fail-open hooks

Claude Code 2.1.309 and 2.1.310 patched 15 guardrail bypasses in two days: deny rules, sandbox, and fail-open hooks

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7 min read
20 of 21 agent configs just scored lower: what the Coding Agent Index v2.0 reset measures

20 of 21 agent configs just scored lower: what the Coding Agent Index v2.0 reset measures

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5 min read
Agent Skills moved to the Linux Foundation: 4 things SKILL.md authors should watch

Agent Skills moved to the Linux Foundation: 4 things SKILL.md authors should watch

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5 min read
GitHub's Copilot default policy is enforcing itself through October 26: what to check before it chooses for you

GitHub's Copilot default policy is enforcing itself through October 26: what to check before it chooses for you

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4 min read
Claude Code's new safety_event finally shows which guardrail blocked your agent

Claude Code's new safety_event finally shows which guardrail blocked your agent

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4 min read
GitHub's PDD Kit proves agent-written Rust correct: 5 steps and 3 limits

GitHub's PDD Kit proves agent-written Rust correct: 5 steps and 3 limits

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5 min read
GitHub's package firewall went into preview: npm gets checked before your agent installs it

GitHub's package firewall went into preview: npm gets checked before your agent installs it

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5 min read
OpenAI's 12-hour prompt cache is live: split your agent context into two TTLs

OpenAI's 12-hour prompt cache is live: split your agent context into two TTLs

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model: haiku stopped meaning one thing. Pin the exact model id.

model: haiku stopped meaning one thing. Pin the exact model id.

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3 min read
Codex 0.161 flipped the default model to GPT-6.1 Sol. If you never set model, you already switched.

Codex 0.161 flipped the default model to GPT-6.1 Sol. If you never set model, you already switched.

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4 min read
20 things AI coding agents get wrong: the config rules that stop them

20 things AI coding agents get wrong: the config rules that stop them

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4 min read
Claude Haiku 5.5 is GA in GitHub Copilot: 4 config surfaces decide what runs your subagents

Claude Haiku 5.5 is GA in GitHub Copilot: 4 config surfaces decide what runs your subagents

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4 min read
Claude Code 2.1.295 Adds onFailure block: Hooks Can Fail Closed Now, If You Ask

Claude Code 2.1.295 Adds onFailure block: Hooks Can Fail Closed Now, If You Ask

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Claude Code 2.1.294 Fixed Guards That Silently Failed: Hooks That Allowed, Rules That Never Loaded

Claude Code 2.1.294 Fixed Guards That Silently Failed: Hooks That Allowed, Rules That Never Loaded

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Claude Code 2.1.292 Asks Your MCP Servers for 2026-07-28: I Probed the Official Servers, All Four Answered 2025-11-25

Claude Code 2.1.292 Asks Your MCP Servers for 2026-07-28: I Probed the Official Servers, All Four Answered 2025-11-25

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5 min read
Superpowers at 296k stars: I read all 15 skills, and the whole methodology is 170 KB of markdown

Superpowers at 296k stars: I read all 15 skills, and the whole methodology is 170 KB of markdown

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5 min read
Your AI agent's config files have secrets in the clear: a 22-rule scanner that finds them

Your AI agent's config files have secrets in the clear: a 22-rule scanner that finds them

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5 min read
Hugging Face measured it: the same model scores 33% or 62% depending on the harness

Hugging Face measured it: the same model scores 33% or 62% depending on the harness

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5 min read
JetBrains Air puts 5 agents in one IDE: 4 config checks before you install the EAP

JetBrains Air puts 5 agents in one IDE: 4 config checks before you install the EAP

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4 min read
NVIDIA measured it: coding agents scored 19% without a spec file, 100% with one

NVIDIA measured it: coding agents scored 19% without a spec file, 100% with one

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4 min read
DeepSeek Harness added a Claude Code Mods compatibility layer: it's a subset test, not a port

DeepSeek Harness added a Claude Code Mods compatibility layer: it's a subset test, not a port

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4 min read
Slack Code went live today: 5 agents, one channel, and the rules files that keep them aligned

Slack Code went live today: 5 agents, one channel, and the rules files that keep them aligned

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5 min read
OpenAI's MCP Extensions put plugins in ChatGPT's sidebar: 13 features and the portability bill

OpenAI's MCP Extensions put plugins in ChatGPT's sidebar: 13 features and the portability bill

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5 min read
OpenAI shipped Codex plugins: your agent config surface just moved out of the repo

OpenAI shipped Codex plugins: your agent config surface just moved out of the repo

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5 min read
Claude Code 2.1.289 patched 4 deny-rule bypasses: your npm channel decides whether you have them

Claude Code 2.1.289 patched 4 deny-rule bypasses: your npm channel decides whether you have them

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4 min read
Pi 1.0 reversed on MCP and shipped Codemode: where tool composition actually runs now

Pi 1.0 reversed on MCP and shipped Codemode: where tool composition actually runs now

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5 min read
Cursor's self-hosted runners feel on-prem: here's where the agent loop still runs

Cursor's self-hosted runners feel on-prem: here's where the agent loop still runs

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5 min read
A 7-line Claude Code mod overrode a deny rule: the plugin audit that matters now

A 7-line Claude Code mod overrode a deny rule: the plugin audit that matters now

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5 min read
Copilot can click your desktop now: 4 guardrail details before you type /computer on

Copilot can click your desktop now: 4 guardrail details before you type /computer on

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4 min read
Claude Code 2.1.287 ships mods: what in-process hooks change for your rules and guards

Claude Code 2.1.287 ships mods: what in-process hooks change for your rules and guards

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5 min read
NVIDIA moves the agent boundary into the kernel: what OpenShell GA means for your rules file

NVIDIA moves the agent boundary into the kernel: what OpenShell GA means for your rules file

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