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Reconcile Logs, Tool Calls, and Diffs Before You Trust a Trace
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Reconcile Logs, Tool Calls, and Diffs Before You Trust a Trace

DEV Community: python·Sam Sun·3 days ago
#FAkUk8Yt
#devtopython#devto#dev#path#findings

An agent trace is not one record. It is three records that never fully agree: the log line, the tool...

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Stuff can write about parts of ‘confidential’ report, judge rules
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Stuff can write about parts of ‘confidential’ report, judge rules

#stuff#high#court#judge#ruled

A High Court judge has ruled that findings of a Ministry of Justice audit relating to how legal aid cases are assigned to law firms is of public interest and can be published.

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How we use an LLM to triage SAST findings, and what we never send it
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How we use an LLM to triage SAST findings, and what we never send it

DEV Community: python·Openrouting·5 days ago
#Iw11ejXL
#devtopython#devto#dev#finding#code

Static analysis is noisy. Here's how OpenRouting routes each finding to a specialist reviewer, caches verdicts by fingerprint, and redacts secrets before Claude sees any code.

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AWS Continuum for code vulnerabilities is now generally available | Amazon Web Services
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AWS Continuum for code vulnerabilities is now generally available | Amazon Web Services

#awsnews#news#aws#continuum#code

AWS Continuum for code vulnerabilities is a new security service that uses AI to automatically find, validate, and prioritize code vulnerabilities in your environment, then delivers ready-to-review fixes as pull requests replacing what previously took…

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Cutting our inference bill by 68% by being obsessive about optimization
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Cutting our inference bill by 68% by being obsessive about optimization

#cloudflare#review#reviewer#effort#findings

When our AI code reviewer's cost per run doubled, we dug into the token usage to find out why. Learn how we used prompt caching and intelligent model routing to slash our inference bill by 68% while speeding up reviews.

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GitHub - anthropics/defending-code-reference-harness: Skills for threat modeling, scanning, triage, patching, plus an autonomous scanning harness you can /customize
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GitHub - anthropics/defending-code-reference-harness: Skills for threat modeling, scanning, triage, patching, plus an autonomous scanning harness you can /customize

Hacker News·5 months ago
#3E7eJQeO
#github#pipeline#triage#model#code

Skills for threat modeling, scanning, triage, patching, plus an autonomous scanning harness you can /customize - anthropics/defending-code-reference-harness

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Verified or Not Ep 3: Scanned Kubernetes Goat with 9 Engines — The AI Filter Caught Everything
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Verified or Not Ep 3: Scanned Kubernetes Goat with 9 Engines — The AI Filter Caught Everything

DEV Community: kubernetes·Lucky·5 months ago
#YvjDnXEP
#dev#training#debuggix#vulnerable#security

For Episode 3 of Verified or Not, I pointed Debuggix at Kubernetes Goat — a deliberately vulnerable...

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173 Undocumented Security Findings in TerraGoat: What Standard IaC Scanners Miss (and Why Post-Quantum Matters)
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173 Undocumented Security Findings in TerraGoat: What Standard IaC Scanners Miss (and Why Post-Quantum Matters)

DEV Community: terraform·Mike Martinez Oroz·5 months ago
#EbCzxu6l
#dev#findings#checkov#terragoat#tool

⚠️ Correction (May 29, 2026): An earlier version of this article stated 173 undocumented findings....

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Opening new paths in aging research
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Opening new paths in aging research

Google DeepMind News·5 months ago
#DPkAMJ1x
#deepmind#scientist#calico#findings#results

Calico Life Sciences uses Co-Scientist to identify new research ideas and test novel hypotheses about the integrated stress response and aging.

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How to keep bug bounty findings alive in the queue: the HEAD verification matrix
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How to keep bug bounty findings alive in the queue: the HEAD verification matrix

DEV Community: bugbounty·Jaeyoung Yun·5 months ago
#E0IaJOwr
#dev#matrix#finding#head#file

How to keep bug bounty findings alive in the queue: the HEAD verification matrix A...

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Introducing deepsec: The security harness for finding vulnerabilities in your codebase
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Introducing deepsec: The security harness for finding vulnerabilities in your codebase

Vercel News·Malte Ubl·5 months ago
#hbDYLa9o
#vercel#deepsec#findings#security#scan

Today we're open sourcing deepsec, an AI security harness that runs on your infrastructure, with your keys, against your code.

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