Kafka vs Pulsar vs NATS [2026] Architecture Deep Dive
Kafka 4.2 is KRaft-only, Pulsar 4.2 sharpens geo-replication, and NATS 2.12 pushes JetStream farther. Compare tradeoffs and fit. Read now.
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Get StartedKafka 4.2 is KRaft-only, Pulsar 4.2 sharpens geo-replication, and NATS 2.12 pushes JetStream farther. Compare tradeoffs and fit. Read now.
Read Technical Breakdown →Teams running 50+ services often spend more on coordination than compute. Learn when a modular monolith beats microservices in 2026. Read now.
Read Technical Breakdown →Teams routinely waste 30-60% of LLM spend on repeated tokens and bloated prompts; this deep dive shows how to cut it with production patterns. Read now.
Read Technical Breakdown →We don't just write about tech; we build the core primitives that enable autonomous systems to reason, execute, and deliver results at scale.
Handling million-token contexts without performance degradation.
Real-time processing of video, audio, and code signals.
class AgenticEngine:
async def execute(self, signal):
# Ingest multi-modal context
ctx = await self.ingest(signal)
# Reason across 1M+ tokens
plan = await self.reason(ctx)
# Deploy autonomous workers
results = await self.dispatch(plan)
return self.synthesize(results)Have a question about our tools or engineering? We'd love to hear from you.
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