Developer Tools
LiveDD Traces
See exactly what your agent did, locally. No cloud, no signup.
Status
Live
Tier
Free
Platform
Desktop
Host
traces.developersdigest.tech
About DD Traces
See exactly what your agent did, locally. No cloud, no signup. Built and maintained by Developers Digest, DD Traces is part of a larger ecosystem of 91 AI agent tools, Claude Code tools, MCP servers, and developer agents.
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Related reading
Terminal-Universe Turns Agent Traces Into Training Environments
Qwen's Terminal-Universe paper argues that terminal-agent trajectories are more useful when you reconstruct the workspace behind them, then generate new verifiable tasks from that environment.
The Response Looked Right. The Work Was Not Done.
Across three independent benchmarks this week, agents claimed completion they had not earned: 75.5 percent of non-passing Claude Code trajectories end in language that says done, high partial scores hide 0 to 4 percent real delivery, and answer-only evals count invalid traces as wins. The same week produced the fix: completion is becoming a certifiable artifact - a typed certificate bound to a replayable trace - and it works. Our bet: by end of 2027, 'done' stops being the model's claim and becomes a checked artifact in any consequence-bearing workflow.
Encrypted Chain-of-Thought Is Not Private: New Paper Decodes Reasoning Traces From Anthropic, OpenAI, and Google APIs
A new arXiv paper shows the encrypted reasoning blocks that Anthropic, OpenAI, and Google return to API clients can be replayed into weaker models from the same provider and transcribed verbatim. The authors decoded 315,320 blocks from public repositories and recovered 367 PII artifacts and 182 credentials.
OpenAI Says It Can't Rule Out Critical Cyber Capability for Astra, a First for the Preparedness Framework
On August 7 OpenAI disclosed that preliminary evaluations of its upcoming Astra model show strong enough agentic coding and cybersecurity performance that the company cannot rule out the Critical threshold under its Preparedness Framework. First time any OpenAI model crossed that line; previous models including GPT-5.6 Sol were assessed High. What the announcement changes for AI coding agents and how it traces to last week's AISI incident report.
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