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Claude Code Hooks Add onFailure: "block": A Mistyped Script Path No Longer Lets Your Policy Gate Silently Pass Everything  ·  Claude Code's Agent Tool Gets an effort Parameter: One Subagent Type, No More Separate Copies for Every Thinking Depth  ·  Claude Code Adds --max-findings: Stop Code Review From Dumping a Hundred Suggestions on You at Once  ·  Claude Code Adds Mods: Plugins Can Now Change Deeper Behavior, But Even Anthropic Hasn't Said How to Judge the Quality  ·  Barclays Scales Up Claude: Targeting 50% Developer Adoption of Claude Code by Year End, Sorting 120,000 Emails a Day  ·  Claude Agent SDK Adds verbatim_prompts: Turning Off Automatic @path Expansion and Slash-Command Dispatch to Stop Untrusted Text From Executing as Commands
Breaking · news

Claude Haiku 5.5 Launches at $0.10 per Million Input Tokens, but Price Jumps 5x Past 100K: Do the Math Before You Migrate

Haiku 5.5's $0.10 only covers prompts up to 100K, and with a tokenizer that counts about 30% more, your old 77K prompt is already standing at the price cliff.
Anthropic launched Claude Haiku 5.5 (model ID claude-haiku-5-5) on October 7, 2026, describing it as its cheapest and fastest small model to date, aimed at summaries, context Compaction in Claude Code, classification and Subagent tasks. Claude Code v2.1.293 made it the default Haiku model on the Anthropic API the same week.Specs and Pricing: 100K Is the Dividing LineHaiku 5.5 offers a 1M-Token Context Window and up to 128K output tokens (batch jobs reach 300K in beta), takes text and images...
practice
Claude Code Hooks Add onFailure: "block": A Mistyped Script Path No Longer Lets Your Policy Gate Silently Pass Everything
When a policy hook breaks, the default is to let everything through, so your...
practice
Claude Code's Agent Tool Gets an effort Parameter: One Subagent Type, No More Separate Copies for Every Thinking Depth
Keeping one copy of a subagent per effort level was a workaround for the...
practice
Claude Code Adds --max-findings: Stop Code Review From Dumping a Hundred Suggestions on You at Once
A code review that dumps a hundred suggestions at once isn't thorough, it's...

Glossary

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Agent Permission Scoping
The practice of deliberately granting an <a href="/en/glossary/core-concepts/ai-agent/">AI Agent</a> only the minimum set of permissions needed for its current task, rather than granting broad access far beyond actual need for convenience, so the potential impact of an error stays as contained as possible.
What is <a href="/en/glossary/agent-permissions/agent-permission-scoping/">Agent Permission Scoping</a>, and how does it differ from the intuition...
advanced

Least-Privilege Agent
Granting an agent only the minimum set of tools and data access strictly needed for its current task, rather than starting broad and narrowing later.
What does the principle of least privilege actually mean when applied to an agent? Least privilege isn't an AI-specific concept — it's a...
intermediate

Prompt Injection Defense
Designing a mechanism so an agent, while processing external data (like webpage content or user-uploaded documents), can distinguish original task instructions from malicious instructions potentially hidden within the data itself, avoiding being misled into performing unintended actions by content buried in that data.
What is prompt injection defense, and how does it differ from typical <a href="/en/glossary/prompt-techniques/jailbreaking/">jailbreaking</a>...
intermediate

Weekly Picks

news

Barclays Scales Up Claude: Targeting 50% Developer Adoption of Claude Code by Year End, Sorting 120,000 Emails a Day

16,000 employees, 120,000 emails a day, a million searches logged — Barclays' disclosure isn't a...
practice

Claude Agent SDK Adds verbatim_prompts: Turning Off Automatic @path Expansion and Slash-Command Dispatch to Stop Untrusted Text From Executing as Commands

A stray @/etc/passwd hidden in external input can trigger an unintended file read —...
practice

Claude Agent SDK Fixes a Background-Subagent Bug: stdin Closing Too Early Right When a Subagent Finishes Breaks the Next Turn

A background subagent finishing right as the main result arrives used to close the connection...
practice

Claude Agent SDK Adds prewarm(): Starting a Claude Code Process Before the Session Is Even Known, to Cut First-Query Latency

Process-startup latency isn't unsolvable, it just needed someone to split the problem —...