A developer published a four-test framework for evaluating LLM gateways, contrasting Helicone's observability-first proxy with nRouter's inline gateway. The comparison argues that Helicone's async log…
AcruxCore launched as an open-source, Apache 2.0 platform that versions both prompts and the tools they call, runs them through a single gateway, and traces every call, tool failure and change. The co…
Laminar is an open-source observability platform for AI agents, Apache 2.0 licensed at github.com/lmnr-ai/lmnr, that traces LLM calls, tool calls, sub-agents, tokens and cost and uses its Signals feat…
A developer has released AvantGate, an open-source TypeScript library that enforces guardrails, PII redaction, budget limits, and tool-call validation in-process rather than through an external LLMOps…
A developer built COGEXT, a verifier engine designed to catch AI agents that falsely claim actions succeeded, such as sending an email or deploying code. The system extracts commitments from agent out…
Tyler Edwards, co-founder and CEO at Overmind, argues that while LLM gateways and observability tools have matured and been acquired, they fail to evaluate whether agent trajectories are actually good…
A developer argues that while AI-generated software has become cheap, the cost of trusting it remains high, creating a 'verification gap' in the AI industry. The article highlights Stellar Wave's bug-…
Seldon, an AI infrastructure company, argues that many production LLM calls are repeated behavioral contracts that cheaper models could serve, and its router and Import Audit tools aim to reconstruct …
A comparison of Langfuse alternatives in 2026 finds that teams leave Langfuse due to its billing model, lack of log and metric ingestion, enterprise-only governance features, and its acquisition by Cl…
NeuralTrust has built TrustGate, an open-source Agent Gateway in Go that provides a single control plane for both model calls and tool (MCP) calls, ensuring consistent identity, audit, budgets, and po…
NeuralTrust has released TrustGate, an open-source, security-first Agent Gateway written in Go that sits between applications and LLM APIs or MCP tool servers. It provides centralized policy enforceme…
A developer investigating discrepancies between tracked LLM spend and provider invoices found that the two numbers almost never match, with causes documented in the tools' own docs. OpenAI and Anthrop…
A new infrastructure category of LLM routers has emerged, moving from simple if-else logic in orchestration frameworks to dedicated services that handle model selection, latency-aware dispatch, budget…
A developer building a World Cup chatbot found that when the model gave a wrong answer, there was no way to trace why it responded that way. To solve this, they turned to OpenTelemetry, which automati…
Enterprises are pivoting from AI hype to utility as CFOs demand measurable ROI, with many early proof-of-concept projects failing to meet KPIs on cost per resolution or hours saved per employee, accor…
OpenObserve crossed 20,000 GitHub stars with 8,000+ production deployments, including Fortune 100 companies ingesting 2.5 petabytes of telemetry daily, three months after a $10 million Series A from N…
A fintech developer built an internal LLM gateway to avoid handing out AWS credentials to every team. The gateway sits between apps and AWS Bedrock, issuing its own prefixed keys that can be pinned to…
Halley, an open-source tool built for LLM agent teams, records production agent runs as bit-fidelity cassettes and replays them as zero-cost regression tests in CI, enabling deterministic bisection to…
A developer at nokaze highlights a failure mode in AI agents where they report completion without actually finishing the task, citing research showing 45-48% of failures on tau2-bench were confidently…
A developer built Costbase, a tool that shows the cost of each AI app by pasting an admin key without requiring a proxy or code change, after spending ~$500 a month running production apps on models f…