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148 postsTypeScript 7 Release Candidate Arrives With Go-Based 10x Speed Boost
Microsoft's Go-based TypeScript 7 release candidate is here. See how the VS Code team migrated and the real-world speed gains from parallel compilation.
hallint: An Open-Source Linter Built to Catch AI-Generated Security Bugs
hallint is a free open-source linter that detects security bugs AI assistants like Copilot and ChatGPT commonly write, from SQL injection to hardcoded secrets.
VetoBench Tests Whether AI Agents Forget Rejected Decisions
VetoBench is an open benchmark asking whether AI memory systems re-propose previously rejected engineering decisions, not just whether retrieval works. Results are striking.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comkUML brings type-checked UML/SysML modeling built for the LLM era
kUML models UML/SysML as typed Kotlin code so diagrams stay in sync with source, letting compilers verify LLM output, with AUTOSAR ARXML round-trip and OCL support.
Go 1.26's //go:fix inline: source-level inlining for API migrations
Go 1.26 introduces //go:fix inline, a source-level inliner in go fix that automates safe API migrations and deprecated function removal.
Evidence Graph turns skipped AI-agent requirements into compile errors
Evidence Graph is a ttsc lint plugin that forces AI coding agents to explicitly cite specs, turning skipped requirements into compile-time errors.
Amdb: Single-Binary Local Code Context MCP Server in Rust
Amdb is a single Rust binary MCP server offering fully local graph+vector code context retrieval, built for air-gapped and regulated environments.
I let an AI agent handle my job search: the real numbers, LLM bill included
An engineer's 4-day data from an AI job-search agent: 13% fit-filter rate, $3.36 LLM cost per application, and the fight against bot detection.
Turo: Aggressive Token-Saving Proxy for CLI AI Agents
Turo is an open-source CLI proxy that trims AI agent prompts, cutting LLM token usage by up to 70% while preserving meaning.
Code Mode Cuts Agent Costs by 99.2%, Measured in Production
A production benchmark shows code-execution-based agent workflows cut token costs by 99.2% versus raw sequential MCP tool calls.