New arXiv work proposes Counterfactual Rollout Replay (CRR), giving SWE agents step-level return contrasts by forking executable environments instead of relying on human or learned process labels, and reports pass@1…

#AI #ML #SoftwareEngineering #DeveloperTools
https://arxiv.org/abs/2609.33875

json2dir: Directory archives, made human-readable
Discussion | lobsters | Author: alurm

#DeveloperTools

New arXiv work shows 10.7% of passing SWE-agent trajectories are "Lucky Passes" with regressions or blind retries, highlighting that binary pass/fail signals hide messy agent behavior. AgentLens offers…

#SWEAgents #AgentEval #DeveloperTools #AIEngineering
https://arxiv.org/abs/2605.12925

Code scanning AI Scan enablement status in security overview

https://aicraftpad.com/code-scanning-ai-scan-enablement-status-in-security-overview/

#AINews #Cybersecurity #DeveloperTools #TechnologyNews #AICraftPad

claude-mem Brings Persistent Memory to Claude Code

#ClaudeCode #AIagents #DeveloperTools

https://singulism.com/en/2026-10-06-claude-mem-persistent-memory-tool/

Mistral launches flagship "Le Chonk" 1‑trillion‑parameter open AI model https://deadstack.net/cluster/30218
#tech #genai #innovation #ml #technology #ai #developertools

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GitLab AI Gateway has fixed a critical bug with a score of 9.9.

https://aicraftpad.com/gitlab-ai-gateway-has-fixed-a-critical-bug-with-a-score-of-9-9/

#AINews #Cybersecurity #DeveloperTools #TechnologyNews #AICraftPad

🚀 RepoDNA v1.2.1 is out.

RepoDNA easier to install and better to use.

📦 npm install without a GitHub token
Many more changed.

```bash id="e9n2kf"
npm install --global @sanskarin/[email protected]
```
Understand your codebase.
github.com/sanskarIN/Re...

#RepoDNA #OpenSource #Rust #DeveloperTools #dev

Drupal Code Builder 4.6.11 adds Drupal 12 readiness work, PHPUnit attribute support and a set of smaller bug fixes for generated code.

www.thedroptimes.com/72646/drupal...

#Drupal #Drupal12 #DeveloperTools

The best AI implementations don't begin with code.
They begin with a clear specification.
When intent is defined before implementation starts, teams spend less time reworking features and more time building the right solution.
#AIDevelopment #SoftwareEngineering #DeveloperTools

They dreamed of running language logic on a backend server, the editor just asking for autocomplete. Then VS Code shipped LSP, 10x better than they imagined. #LSP #VSCode #DeveloperTools

A neuro-symbolic framework called Law&Order uses LLMs to autoformalize tax forms and instructions into executable symbolic programs, aligning legal text with computational logic via structural and denotational…

#DeveloperTools #AI #SoftwareEngineering #LegalTech
https://arxiv.org/abs/2610.02792

ethui supports Ledger hardware wallets. Connect via USB, open the Ethereum app on the device, create a new wallet in ethui, select Ledger, choose the account path, and confirm the address on the device.

ethui.dev

#ethereum #web3dev #ledger #hardware #developertools

An open-source tool called RemoveMacAI can delete around 12GB of Apple Intelligence data on macOS after Apple removed the single settings toggle…

#AppleIntelligence #macOS #OpenSource #DeveloperTools
https://www.theverge.com/ai-artificial-intelligence/1004672/mac-delete-apple-intelligence-ai-tool

Fake VS Code themes are shipping GlassWorm malware—inspect extensions, not just theme repos. #Security #Malware #SupplyChain #GlassWorm #VSCode #DeveloperTools https://thedailytechfeed.com/glassworm-hides-malware-in-fake-vs-code-themes-via-supply-chain-attack/

arXiv paper 2610.02710v1 introduces software-in-the-loop reconstruction, a self-supervised framework that builds training environments for terminal agents by deriving reference outputs and verifiers from existing software…

#AI #DeveloperTools #MachineLearning
https://arxiv.org/abs/2610.02710

New ClarifyCodeBench benchmark evaluates LLMs on resolving ambiguous requirements before code generation, addressing a gap in current evaluations that assume fully specified prompts. Built from real-world…

#DeveloperTools #LLMs #SoftwareEngineering #CodeGeneration
https://arxiv.org/abs/2607.00711

We are accelerating ChatGPT to the maximum – OpenAI has released official guides on

https://aicraftpad.com/we-are-accelerating-chatgpt-to-the-maximum-openai-has-released-official-guides-on/

#AINews #DeveloperTools #TechnologyNews #AICraftPad

🔥 Fresh find #CodeTrendy → Dotnet Report

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#DeveloperTools

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