CLAUDE LABJP
MODEL — Claude Fable 5.1 and Claude Mythos 5.1 landed on September 1. They are the same underlying model; only the strength of the safeguards differsPRICING — Per-token rates hold at $10/$50 per MTok. What changed is cache reads, cut 75% to $0.25 per MTokCOST — How much that saves depends on your workload: roughly 25% for typical use, up to about 45% for context-heavy agentic work. Worth measuring your own split before quoting a numberBENCH — Terminal-Bench-Science 0.1 climbs from 24.7% on Fable 5 to 52.6%. Anthropic also states a standard error of 3.5-4.5 points, which is worth remembering before reading small gaps as realSAFEGUARDS — Sharper cyber safeguards cut interventions in Claude Code sessions by roughly 60% on average. Finding vulnerabilities is now allowed; developing exploits still is notAPI — New API accounts created from today can no longer edit prior context while preserving Claude's thinking transcript. It is an anti-distillation measure, and existing accounts are unaffected for nowMODEL — Claude Fable 5.1 and Claude Mythos 5.1 landed on September 1. They are the same underlying model; only the strength of the safeguards differsPRICING — Per-token rates hold at $10/$50 per MTok. What changed is cache reads, cut 75% to $0.25 per MTokCOST — How much that saves depends on your workload: roughly 25% for typical use, up to about 45% for context-heavy agentic work. Worth measuring your own split before quoting a numberBENCH — Terminal-Bench-Science 0.1 climbs from 24.7% on Fable 5 to 52.6%. Anthropic also states a standard error of 3.5-4.5 points, which is worth remembering before reading small gaps as realSAFEGUARDS — Sharper cyber safeguards cut interventions in Claude Code sessions by roughly 60% on average. Finding vulnerabilities is now allowed; developing exploits still is notAPI — New API accounts created from today can no longer edit prior context while preserving Claude's thinking transcript. It is an anti-distillation measure, and existing accounts are unaffected for now
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Claude Code/2026-08-02Advanced

Resuming After a Budget Stop: What 36 Enumerated Stop Points Taught Me

A budget cap that halts a headless run is neither success nor failure. I enumerated every stop point, measured resume integrity and total spend, and ended up changing what the cap applies to.

Claude Code/2026-07-27Advanced

Whose Environment Expands That Variable? Fingerprinting Your Effective Managed MCP Policy

Variable references in the Managed MCP allowlist and denylist now resolve from the startup environment and the managed-settings env block. I rebuilt both resolution orders locally to see where verdicts diverge, then wrote a preflight check that reduces the effective policy to a comparable fingerprint.

Claude Code/2026-07-25Advanced

Locking down Claude Code sandbox egress with strictAllowlist

Tightening automation egress with strictAllowlist in Claude Code v2.1.219, plus measured failure timings that tell a policy deny from DNS and real outages.

Claude Code/2026-07-19Advanced

A Committed Symlink That Points Outside the Worktree — Auditing Repos Before You Let AI Spin Up Parallel Trees

Claude Code 2.1.212 fixed a bug where a committed symlink under .claude/worktrees could be followed during worktree creation and write outside the repo. The patch closes the following side. Here is an audit script for the committed side, plus a quarantine workflow.

Claude Code/2026-07-18Advanced

I Stopped the Headless Claude Code Job, but the Build Kept Running — Designing Teardown Around exit 143

In headless mode, a SIGTERM received while Claude Code was mid-Bash used to orphan the command's process tree. The 2.1.212 fix changes that to a clean exit 143. Here is how to redesign your supervisor and cleanup around that contract.

Claude Code/2026-07-18Intermediate

Branch with /fork, Delegate with /subtask — Two Commands That Traded Jobs

In Claude Code 2.1.212, /fork now clones your conversation into a background session, and in-session subagents moved to /subtask. Here is how I decide between them, and the budgets worth setting before you start branching freely.

Claude Code/2026-07-17Advanced

The String I Approved Wasn't the String I Read — Testing a Relayed Permission Prompt with Deceptive Characters

I pushed bidi overrides and zero-width characters through my own approval relay. NFKC normalization caught 0%. Here is why, and the implementation that catches 100% with zero false positives.

Claude Code/2026-07-17Advanced

My Nightly Subagents Ran, and I Couldn't Retrace Them — Trimming the Logs That --forward-subagent-text Unleashed

Subagent text and thinking can now flow into stream-json output, and unattended log volume climbs sharply with it. Here are measured numbers, a three-tier retention filter that keeps only what postmortems need, and a correlation ID design that survives missing fields.

Cowork/2026-07-17Advanced

It Worked on My Machine, but Nobody Could Trigger It — Four Assumptions I Stripped Out of a Cowork Plugin

I bundled four working automation skills into a plugin and shared it. Only one of them ever fired. Here is how I measured skill trigger rate, and the four assumptions — vocabulary, paths, connections, and naming — I had to strip out before it was portable.

Claude Code/2026-07-17Advanced

The Morning My Table Ended in "… 2,847 more rows" — Separating Render Caps from Token Cost in Tool Output

Claude Code 2.1.209 caps markdown tables at 200 rows plus a remainder count. Only the rendering is capped — the model still receives every row. Here is how to measure the gap and redesign tool output around aggregates.

Claude Code/2026-07-15Advanced

Answering auto mode's confirmation prompts in headless runs — a deny-by-default permission-prompt-tool

auto mode's confirmation step is a friend when you're at the keyboard, but in an unattended midnight run it becomes the reason a job sits waiting until morning. Here is how I catch those prompts with permission-prompt-tool, decide deny-by-default, and log every ruling — with working code.

Claude Code/2026-07-14Advanced

One Day My Push Had an Extra Destination — Guarding Against /commit-push-pr Pushing to Remotes Beyond origin

The July 14 update made /commit-push-pr push to configured push remotes in addition to origin. Convenient, but if you keep a mirror or backup as a second remote, unintended pushes quietly multiply. Here is how to inventory which remotes you can push to, block anything off the allowlist with a pre-push hook, and keep unattended runs safe — with working code.