SambaNova ships the SN40L Reconfigurable Dataflow Unit, delivering 680 tokens per second on Llama 3 70B via direct on-chip routing and ternary SRAM arrays.
Deepak BagadaOct 05, 2026
Compare semantic AST diffs against unified git diffs for autonomous coding agents. Slash token waste by 64 percent, eliminate merge drift, and preserve AST.
Benchmark FlashDecoding++ vs FlashAttention-3 for ultra-long context LLM serving. Analyze memory bandwidth, asynchronous warp scheduling, and decode speed.
Build a Neo4j Knowledge Graph MCP server to empower autonomous agents with sub-8ms multi-hop Cypher queries, entity resolution, and zero relational drift.
Build a distributed multi-agent saga with Temporal to orchestrate transactions, execute compensation loops, and eliminate zombie states in production.
Meta releases Llama 3.3 Vision 70B, combining high-resolution visual perception and reasoning into a compact architecture deployable on a single 80GB GPU.
SambaNova ships the SN40L Reconfigurable Dataflow Unit, delivering 680 tokens per second on Llama 3 70B via direct on-chip routing and ternary SRAM arrays.
Compare semantic AST diffs against unified git diffs for autonomous coding agents. Slash token waste by 64 percent, eliminate merge drift, and preserve AST.
Benchmark FlashDecoding++ vs FlashAttention-3 for ultra-long context LLM serving. Analyze memory bandwidth, asynchronous warp scheduling, and decode speed.
Meta releases Llama 3.3 Vision 70B, combining high-resolution visual perception and reasoning into a compact architecture deployable on a single 80GB GPU.
Build a distributed multi-agent saga with Temporal to orchestrate transactions, execute compensation loops, and eliminate zombie states in production.
Build an autonomous PostgreSQL index advisor agent with LangGraph to inspect slow query telemetry, simulate index candidates, and drop P99 query latency.
Build a self-healing ETL agent with Dagster and Claude 3.7 to detect upstream schema drift, patch dbt SQL models, and eliminate data pipeline outages.
Build an autonomous chaos engineering agent with LangGraph to inject faults, diagnose Envoy ingress drops, and roll back broken pods in 14 seconds.
Build a Neo4j Knowledge Graph MCP server to empower autonomous agents with sub-8ms multi-hop Cypher queries, entity resolution, and zero relational drift.
Build a ChromaDB Fast Vector MCP server to equip autonomous coding agents with sub-3ms semantic memory recall, HNSW indexing, and zero metadata drift.
Build a Meilisearch Fast MCP server with BM25 and vector fusion to equip autonomous agents with sub-5ms hybrid document search and zero ranking drift.
Build a Redis Sentinel MCP server with Redlock consensus, providing autonomous agents sub-3ms distributed lock acquisition and zero split-brain drift.
Microsoft open-sources Orchard on GitHub, decoupling agent training from inference execution to slash latency by 87% and eliminate memory thrashing across enterprise multi-agent swarms.
OpenAI confirmed it cannot rule out that Astra has critical-level cyber capabilities, triggering an unprecedented safety gate. The 10T-parameter model's release is now indefinite.
Your multi-agent system has a cache coherence problem. When three agents read and write shared state simultaneously, 34% of deployments experience silent data corruption.
When your agent crashes at step 8 of a 12-step workflow, you lose everything. This Temporal MCP Server gives agents durable execution that survives crashes, deployments, and network failures.
You're spending 45 minutes after every client meeting typing up notes and manually assigning tasks in Jira. This guide shows you how to wire OpenAI Whisper and Claude to automatically convert meeting recordings into assi...
Deepak Bagada
You're spending 3 hours a day manually digging through LinkedIn and Apollo to find leads. This guide shows you how to wire Claude AI to score and research every lead in under 5 seconds — with a fully automated n8n pipeli...
Deepak Bagada
Your employees are using AI, whether you like it or not. This guide shows you how to build a real-time compliance guardian that monitors AI usage, audits prompts for sensitive data, and ensures GDPR/SOC2 compliance witho...
Deepak Bagada
You have great ideas but no time to turn them into a blog, a video script, and 15 social posts. This guide shows you how to use Claude 3.5 Sonnet and DALL-E 3 to automatically generate an entire week's multi-platform con...
Deepak Bagada
Automate invoice and document processing with AI. Extract data with 99.5% accuracy, perform three-way matching, route approvals, and post to ERP automatically. Save 18 hours/week.
Deepak Bagada
Automatically convert meeting transcripts into action items, assigned tasks, and follow-up reminders. Save 4 hours/week per person. Complete implementation workflow.
Deepak Bagada
Automate employee onboarding with AI. Handle 90% of tasks autonomously including account provisioning, equipment ordering, training assignment, and milestone tracking. Save 15 hours per hire.
Deepak Bagada
Explore the top 10 production AI automation workflows for 2026. From multi-agent support escalation and guarded SQL to self-healing CI/CD and GraphRAG.
Deepak Bagada
We use cookies and telemetry tools to deliver technical dispatches, benchmark analytics, and advertising via Google AdSense. Review our Privacy Policy.
