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Coding Agents - Page 2
Practical shifts in agentic coding, review, and delivery. Curated tldw.news briefings about coding agents, with practical engineering takeaways from long-form AI and developer-tool videos.
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AI EngineerThe Bottleneck Shifts: Verification, Not Generation, Is the New Limit
Anthropic scaled to 30K daily code changes. Their approach: shift investment from generation to verification. A briefing on what that means for your team.
Latent SpaceSupabase bets Postgres on agents, not migrations
Supabase is rebuilding Postgres around AI agents: declarative schemas, compute next to data, and SQLite scale-out. Migrations remain off the table.
Theo - t3․ggUnlimited Claude Usage: The Hidden Cost of Long-Running Agents
Theo shows how to keep Claude on a task for weeks using hill climbing with verifiable rewards. But the real story is the cost: $38,000 in API tokens and an…
AI EngineerAgent Auth Is a Gateway Problem, Not a Token Problem
When agents act on behalf of users, who decides which actions are allowed? A talk from Keycard makes the case for gateways over credentials.
AI EngineerAgent to-do lists waste tokens. Move the plan to the harness.
After two years of rebuilds, Arize's agent team found the model is the easy part. Planning, memory, and stopping rules belong in the harness.
AI EngineerCode Mode Agents: Less Token Bloat, More Sandbox Complexity
Code mode agents can write and compose tools on the fly, slashing token usage but introducing sandbox management burdens. Arize AI shares production results…
Latent SpaceAnthropic's Efficiency Is a Product of Loops and Rust, Not Just a
Anthropic's 5x revenue-per-employee surge reveals that efficiency comes from loops and architecture, not just better models.
Theo - t3․ggInference costs are crashing — don't let bad math scare you off
Theo exposes the math behind the $132M token-spend scare: cache hit pricing and rapid cost declines make agentic coding far cheaper than headlines suggest.
AI EngineerStop Shipping Agents on Vibes: Build a Regression Loop
Arize's Xander Song shows Harbor, a sandboxed evaluation framework that turns agent changes into verifier-scored regression tests. The catch: realistic data.
NeuralNineOpenAI Agents SDK makes governance a first-class agent primitive
OpenAI's Agents SDK now ships guardrails, approval gates, and lifecycle hooks as core primitives. The demo shows the controls; production evidence is missing.
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