LiteLLM Alternatives: 10 AI Gateways Compared for 2026
Coworker AI compares 10 LiteLLM alternatives, from Bifrost and Portkey to Kong, Cloudflare and OpenRouter, with October 2026 pricing, licenses and hosting.
Coworker AI Blog12 min read
enterprise AI
74 stories
The 9 Best MCP Memory Servers in 2026, Compared
Coworker AI compares 9 MCP memory servers, from the reference server, Basic Memory and Mem0 to Graphiti, Zep and Cognee: local, hosted or company-wide.
Coworker AI Blog13 min read
AI Cost Optimization: Where the Money Goes and 9 Levers That Cut It
Coworker AI's guide to AI cost optimization: where token and seat spend goes, 9 levers from model routing to prompt caching, and how to measure cost per task.
Coworker AI Blog31 min read
What Is a Context Graph? How It Differs From a Knowledge Graph, and How to Build One
Coworker AI explains the context graph: a knowledge graph plus decision traces and time, how it differs from a knowledge graph, and how to build one.
Coworker AI Blog30 min read
What Is a Context Layer? Context Layer vs Semantic Layer, and How to Build or Buy One
Coworker AI explains the context layer: what it is, how it differs from a semantic layer, RAG and knowledge graphs, and how to build, buy or test one.
Coworker AI Blog29 min read
Glean MCP Server vs Coworker MCP (2026): Tools, Setup and Differences
Coworker AI explains Glean MCP: the tools Glean's remote MCP server exposes, the AI clients it supports, how to set it up, and how it compares to Coworker MCP.
Coworker AI Blog11 min read
Google DeepMind Releases EmbeddingGemma 2, a 740M Open Multimodal Embedding Model Built on Gemma 4
Google DeepMind's EmbeddingGemma 2 maps 5 input types into one 768d space and ships today under Apache 2.0. The post Google DeepMind Releases EmbeddingGemma 2, a 740M Open Multimodal Embedding Model Built on Gemma 4 appeared first on MarkTechPost.
MarkTechPost5 min read
Small Models Were the Wrong Question for Enterprise AI
I started out betting on small language models. The research pushed me toward a broader idea: move well-understood work to the cheapest specialized mechanism that can reliably handle it.
Towards AI13 min read
14 Best Confluence Alternatives in 2026 (Wikis, Open Source and Microsoft)
Coworker AI compares 14 Confluence alternatives on 2026 pricing: Notion, Slite, Slab, BookStack, SharePoint and more, plus the Data Center end-of-life dates.
Coworker AI Blog17 min read
Meet Together Link: A Free CLI That Runs Open Models Like Kimi K3 and GLM 5.3 Inside Claude Code, Codex, and OpenCode
Together AI has released Together Link, a free, MIT-licensed CLI that connects Claude Code, Codex, OpenCode, Pi, and the Claude and ChatGPT desktop apps to open models like Kimi K3 and GLM 5.3. One install command sets it up, and an Auto router picks a model for each session.
MarkTechPost5 min read
What to expect at Infor Velocity Week: Join theCUBE Oct. 7
As agentic artificial intelligence moves into production, the harder question is becoming what enterprises will actually trust it to do. Infor Inc. is betting that industry-specific context can help bridge that gap.
SiliconANGLE4 min read
GPT-6 Astra vs GPT-6.1 Sol vs Gemini 4 Argon vs Claude Fable 5.1: Which Frontier Model Fits Which Job
Astra leads computer use, Argon leads legal and finance work, and Sol wins on price for coding agents. The post GPT-6 Astra vs GPT-6.1 Sol vs Gemini 4 Argon vs Claude Fable 5.1: Which Frontier Model Fits Which Job appeared first on MarkTechPost.
MarkTechPost7 min read
Microsoft AI Releases MAI-Transcribe-2-Streaming: #1 Real-Time Speech-to-Text Model on Artificial Analysis
Microsoft AI has released MAI-Transcribe-2-Streaming, its first real-time speech-to-text model. It ranks #1 of 38 models on Artificial Analysis AA-WER Streaming. It scores 2.5% WER at 0.13s on final transcripts and 2.5% at 0.12s on first partials.
MarkTechPost4 min read
NVIDIA Announces DGX Spark 64GB: A 1-PetaFLOP Grace Blackwell Desktop for Local AI Agents, Fine-Tuning, and Inference
NVIDIA announced a new 64GB configuration of DGX Spark — from Acer, ASUS, Dell, Gigabyte, HP and MSI — its GB10-powered desktop AI system. It gives developers a way to start with one system for local models and agents, then cluster two 64GB units for 128GB of memory across the cluster and more…
MarkTechPost7 min read
Cohere Releases Embed 5: How It Compares to Voyage 4 Large, Gemini Embedding 2, and OpenAI
Cohere has released Embed 5, a new embedding model family. It targets enterprise search, RAG, and agentic retrieval. The model family ships in 2 tiers. Embed 5 Pro targets maximum retrieval quality. Embed 5 Fast targets latency and cost on the live query path.
MarkTechPost7 min readBest MCP Servers for Databases in 2026 (Postgres, Snowflake, BigQuery)
The best MCP servers for Postgres, MongoDB, Snowflake, BigQuery and more, compared on read-only safety, hosting and who maintains them. Checked Sept 2026.
Coworker AI Blog8 min read
Perplexity Releases pplx-embed-v2-context-9b-preview: A Contextual Embedding Model That Retrieves Answers and Their Supporting Evidence
Perplexity Research and turbopuffer have released pplx-embed-v2-context-9b-preview, a contextual embedding model for RAG pipelines. Each chunk is embedded with the full document in view. The real change is the training signal.
MarkTechPost6 min read
Google DeepMind Unveils Gemini 4 Argon with 1M Output Tokens for Coding, Knowledge Work and Cyber Defense
Gemini 4 Argon tops GPT-6 Astra and Claude Opus 5.5 on most benchmarks, but access remains gated today. The post Google DeepMind Unveils Gemini 4 Argon with 1M Output Tokens for Coding, Knowledge Work and Cyber Defense appeared first on MarkTechPost.
MarkTechPost5 min read
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