Fetching from the wire…
Tools2026-09-13 · source-backed
dspy.LocalInterpreter runs generated Python in a persistent subprocess using the current interpreter, giving ordinary Python compatibility without Deno while separating the worker's memory, stdout and lifecycle from the DSPy process. The notes say plainly it is not a security sandbox: generated code keeps the host user's filesystem, environment, credentials, subprocess and network access. execution_timeout counts host-tool time and kills the worker when exceeded but cannot stop a running host callable, whose result is discarded. Default PythonInterpreter is unchanged. Naming the non-guarantee in the release notes is the right move and rarer than it should be.
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Released August 3, experimental dspy.Flex moves program structure into the optimizer's search space: given a signature, GEPA rewrites predictors, control flow, and the Python/LM call balance against your metric, with optimizer-authored source always running inside a CodeInterp...
A month ago, TeamPCP compromised Trivy's GitHub Actions runners. Then they trojanized LiteLLM on PyPI. Now Wiz Research confirms they've expanded to npm via a worm called CanisterWorm, using stolen publish tokens to push malicious packages across JavaScript's package ecosystem...
The September 11 prerelease bundles lm15 request/response/streaming types under dspy.lm15 and makes engine="auto" prefer native execution, selecting LiteLLM before execution only for unsupported routes or inputs that can't be represented faithfully. Auth failures, timeouts and...
Here's the one you can act on today. DSPy shipped 3.3.0b1 with a new ReActV2 module, and if you're still hand-tuning prompt strings, you're doing manual labor a compiler should do. You declare a task as a typed Input to Output signature, pick a reasoning strategy, and MIPROv2...
OX Security disclosed a systemic vulnerability on June 16 in core Model Context Protocol implementations that enables arbitrary command execution, exposing API keys, internal databases, and chat histories on any vulnerable MCP host. This isn't one bad server. It's a protocol-l...
headroomlabs-ai/headroom (68,064 stars) sits as a library, proxy or MCP server and compresses tool outputs, logs, files and RAG chunks. Its README breaks results out by scenario instead of quoting one figure: code search over 100 results goes 17,765 to 1,408 tokens (92%), SRE...
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