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Why My Audit Agent Needed Hindsight, Not More Prompts

Why My Audit Agent Needed Hindsight, Not More Prompts

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7 min read
Hindsight Taught My SRE Agent to Stop Repeating Failed Fixes

Hindsight Taught My SRE Agent to Stop Repeating Failed Fixes

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6 min read
# Persistent Identity Is Not the Same as Memory

# Persistent Identity Is Not the Same as Memory

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2 min read
Context Has a Cost: What Building a Memory-Aware Agent Taught Me

Context Has a Cost: What Building a Memory-Aware Agent Taught Me

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6 min read
Grok 4.7 Just Landed on Amazon Bedrock: First Call, Reasoning Effort, and the Cost Trap

Grok 4.7 Just Landed on Amazon Bedrock: First Call, Reasoning Effort, and the Cost Trap

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5 min read
Building AI Support Agents with Hindsight Memory

Building AI Support Agents with Hindsight Memory

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8 min read
SignalForge: Building a Competitive Intelligence Agent That Remembers

SignalForge: Building a Competitive Intelligence Agent That Remembers

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6 min read
Running a Hindsight Agent on a Free Host, Read-Only

Running a Hindsight Agent on a Free Host, Read-Only

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4 min read
The 8B Local Model Was Worse Than the 4B One

The 8B Local Model Was Worse Than the 4B One

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2 min read
If every layer prefix is a valid model, why do we still pick a size at deploy time?

If every layer prefix is a valid model, why do we still pick a size at deploy time?

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5 min read
Prompt Tricks Died. Context Engineering Didn't

Prompt Tricks Died. Context Engineering Didn't

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12 min read
Context Has a Cost: What Building a Memory-Aware Agent Taught Me

Context Has a Cost: What Building a Memory-Aware Agent Taught Me

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6 min read
Perfect scores on AIME 2026 and HMMT 2026: what an open 180B model got right, and why thinking budget mattered

Perfect scores on AIME 2026 and HMMT 2026: what an open 180B model got right, and why thinking budget mattered

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2 min read
Agent Memory Explodes While RAG's Favorite Assumptions Get a Reality Check

Agent Memory Explodes While RAG's Favorite Assumptions Get a Reality Check

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10 min read
From Email Export to Agent Memory: The Pipeline I Actually Wanted

From Email Export to Agent Memory: The Pipeline I Actually Wanted

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6 min read
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